HUB

Author-wise List of Papers


Amiriparian, Shahin


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks
Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Sunčica Petrović, Eloise Ainger, Nicholas Cummins and Björn Schuller
Session: Speech and Language Analytics for Mental Health


Baird, Alice


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks
Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Sunčica Petrović, Eloise Ainger, Nicholas Cummins and Björn Schuller
Session: Speech and Language Analytics for Mental Health


The Perception and Analysis of the Likeability and Human Likeness of Synthesized Speech
Alice Baird, Emilia Parada-Cabaleiro, Simone Hantke, Felix Burkhardt, Nicholas Cummins and Björn Schuller
Session: Text Analysis, Multilingual Issues and Evaluation in Speech Synthesis


Categorical vs Dimensional Perception of Italian Emotional Speech
Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird and Björn Schuller
Session: Emotion Recognition and Analysis


Bartl-Pokorny, Katrin D.


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Batliner, Anton


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Categorical vs Dimensional Perception of Italian Emotional Speech
Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird and Björn Schuller
Session: Emotion Recognition and Analysis


Baumeister, Harald


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


State of Mind: Classification through Self-reported Affect and Word Use in Speech.
Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Björn Schuller and Harald Baumeister
Session: Speaker State and Trait


How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives
Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Björn Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe and Harald Baumeister
Session: Speech Pathology, Depression, and Medical Applications


Dehak, Najim


An Investigation of Non-linear i-vectors for Speaker Verification
Nanxin Chen, Jesús Villalba and Najim Dehak
Session: Speaker Verification I


Investigation on Bandwidth Extension for Speaker Recognition
Phani Sankar Nidadavolu, Cheng-I Lai, Jesús Villalba and Najim Dehak
Session: Speaker Verification II


Visualizing Phoneme Category Adaptation in Deep Neural Networks
Odette Scharenborg, Sebastian Tiesmeyer, Mark Hasegawa-Johnson and Najim Dehak
Session: Deep Neural Networks: How Can We Interpret What They Learned?


Effectiveness of Single-Channel BLSTM Enhancement for Language Identification
Peter Sibbern Frederiksen, Jesús Villalba, Shinji Watanabe, Zheng-Hua Tan and Najim Dehak
Session: Language Identification


Automatic Speech Recognition and Topic Identification from Speech for Almost-Zero-Resource Languages
Matthew Wiesner, Chunxi Liu, Lucas Ondel, Craig Harman, Vimal Manohar, Jan Trmal, Zhongqiang Huang, Najim Dehak and Sanjeev Khudanpur
Session: Extracting Information from Audio


Punctuation Prediction Model for Conversational Speech
Piotr Żelasko, Piotr Szymański, Jan Mizgajski, Adrian Szymczak, Yishay Carmiel and Najim Dehak
Session: Topics in Speech Recognition


Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
Gregory Sell, David Snyder, Alan McCree, Daniel Garcia-Romero, Jesús Villalba, Matthew Maciejewski, Vimal Manohar, Najim Dehak, Daniel Povey, Shinji Watanabe and Sanjeev Khudanpur
Session: The First DIHARD Speech Diarization Challenge


Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts
Jaejin Cho, Raghavendra Pappagari, Purva Kulkarni, Jesús Villalba, Yishay Carmiel and Najim Dehak
Session: Speaker State and Trait


Emotion Identification from Raw Speech Signals Using DNNs
Mousmita Sarma, Pegah Ghahremani, Daniel Povey, Nagendra Kumar Goel, Kandarpa Kumar Sarma and Najim Dehak
Session: Representation Learning for Emotion


End-to-end Deep Neural Network Age Estimation
Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur and Najim Dehak
Session: Speaker State and Trait


Dong, Fengquan


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Einspieler, Christa


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Ghosh, Prasanta Kumar


Whispered Speech to Neutral Speech Conversion Using Bidirectional LSTMs
G. Nisha Meenakshi and Prasanta Kumar Ghosh
Session: Voice Conversion


Intonation tutor by SPIRE (In-SPIRE): An Online Tool for an Automatic Feedback to the Second Language Learners in Learning Intonation
Anand P A, Chiranjeevi Yarra, Kausthubha N K and Prasanta Kumar Ghosh
Session: Show and Tell 2


Subband Weighting for Binaural Speech Source Localization
Karthik Girija Ramesan, Parth Suresh and Prasanta Kumar Ghosh
Session: Source Separation and Spatial Analysis


Reconstructing Neutral Speech from Tracheoesophageal Speech
Abinay Reddy N, Achuth Rao MV, G. Nisha Meenakshi and Prasanta Kumar Ghosh
Session: Speech and Singing Production


SPIRE-SST: An Automatic Web-based Self-learning Tool for Syllable Stress Tutoring (SST) to the Second Language Learners
Chiranjeevi Yarra, Anand P A, Kausthubha N K and Prasanta Kumar Ghosh
Session: Show and Tell 6


Relating Articulatory Motions in Different Speaking Rates
Astha Singh, G. Nisha Meenakshi and Prasanta Kumar Ghosh
Session: Source and Supra-segmentals


Automatic Glottis Localization and Segmentation in Stroboscopic Videos Using Deep Neural Network
Achuth Rao MV, Rahul Krishnamurthy, Pebbili Gopikishore, Veeramani Priyadharshini and Prasanta Kumar Ghosh
Session: Source and Supra-segmentals


Low Resource Acoustic-to-articulatory Inversion Using Bi-directional Long Short Term Memory
Aravind Illa and Prasanta Kumar Ghosh
Session: Articulatory Information, Modeling and Inversion


Automatic Visual Augmentation for Concatenation Based Synthesized Articulatory Videos from Real-time MRI Data for Spoken Language Training
Chandana S, Chiranjeevi Yarra, Ritu Aggarwal, Sanjeev Kumar Mittal, Kausthubha N K, Raseena K T, Astha Singh and Prasanta Kumar Ghosh
Session: Articulatory Information, Modeling and Inversion


Air-Tissue Boundary Segmentation in Real-Time Magnetic Resonance Imaging Video Using Semantic Segmentation with Fully Convolutional Networks
Valliappan CA, Renuka Mannem and Prasanta Kumar Ghosh
Session: Articulatory Information, Modeling and Inversion


Speech Enhancement Using Deep Mixture of Experts Based on Hard Expectation Maximization
Pavan Karjol and Prasanta Kumar Ghosh
Session: Deep Enhancement


Hansen, John H.L.


Speaker Recognition with Nonlinear Distortion: Clipping Analysis and Impact
Wei Xia and John H.L. Hansen
Session: Speech Analysis and Representation


Compensation for Domain Mismatch in Text-independent Speaker Recognition
Fahimeh Bahmaninezhad and John H.L. Hansen
Session: Speaker Verification II


Fusing Text-dependent Word-level i-Vector Models to Screen ‘at Risk’ Child Speech
Prasanna Kothalkar, Johanna Rudolph, Christine Dollaghan, Jennifer McGlothlin, Thomas Campbell and John H.L. Hansen
Session: Integrating Speech Science and Technology for Clinical Applications


Testing Paradigms for Assistive Hearing Devices in Diverse Acoustic Environments
Ram Charan Chandra Shekar, Hussnain Ali and John H.L. Hansen
Session: Integrating Speech Science and Technology for Clinical Applications


Assessing Speaker Engagement in 2-Person Debates: Overlap Detection in United States Presidential Debates
Midia Yousefi, Navid Shokouhi and John H.L. Hansen
Session: Signal Analysis for the Natural, Biological and Social Sciences


Leveraging Native Language Information for Improved Accented Speech Recognition
Shahram Ghorbani and John H.L. Hansen
Session: Adjusting to Speaker, Accent, and Domain


Fearless Steps: Apollo-11 Corpus Advancements for Speech Technologies from Earth to the Moon
John H.L. Hansen, Abhijeet Sangwan, Aditya Joglekar, Ahmet E. Bulut, Lakshmish Kaushik and Chengzhu Yu
Session: Spoken Corpora and Annotation


Robust Speaker Clustering using Mixtures of von Mises-Fisher Distributions for Naturalistic Audio Streams
Harishchandra Dubey, Abhijeet Sangwan and John H.L. Hansen
Session: Speaker Verification Using Neural Network Methods II


Hantke, Simone


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


The Perception and Analysis of the Likeability and Human Likeness of Synthesized Speech
Alice Baird, Emilia Parada-Cabaleiro, Simone Hantke, Felix Burkhardt, Nicholas Cummins and Björn Schuller
Session: Text Analysis, Multilingual Issues and Evaluation in Speech Synthesis


Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis
Simone Hantke, Christoph Stemp and Björn Schuller
Session: Multimodal Systems


Khudanpur, Sanjeev


Acoustic Modeling from Frequency Domain Representations of Speech
Pegah Ghahremani, Hossein Hadian, Hang Lv, Daniel Povey and Sanjeev Khudanpur
Session: Robust Speech Recognition


Output-Gate Projected Gated Recurrent Unit for Speech Recognition
Gaofeng Cheng, Daniel Povey, Lu Huang, Ji Xu, Sanjeev Khudanpur and Yonghong Yan
Session: Novel Neural Network Architectures for Acoustic Modelling


Automatic Speech Recognition and Topic Identification from Speech for Almost-Zero-Resource Languages
Matthew Wiesner, Chunxi Liu, Lucas Ondel, Craig Harman, Vimal Manohar, Jan Trmal, Zhongqiang Huang, Najim Dehak and Sanjeev Khudanpur
Session: Extracting Information from Audio


A GPU-based WFST Decoder with Exact Lattice Generation
Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey and Sanjeev Khudanpur
Session: Recurrent Neural Models for ASR


Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
Gregory Sell, David Snyder, Alan McCree, Daniel Garcia-Romero, Jesús Villalba, Matthew Maciejewski, Vimal Manohar, Najim Dehak, Daniel Povey, Shinji Watanabe and Sanjeev Khudanpur
Session: The First DIHARD Speech Diarization Challenge


End-to-end Deep Neural Network Age Estimation
Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur and Najim Dehak
Session: Speaker State and Trait


Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition
Ke Li, Hainan Xu, Yiming Wang, Daniel Povey and Sanjeev Khudanpur
Session: Language Modeling


End-to-end Speech Recognition Using Lattice-free MMI
Hossein Hadian, Hossein Sameti, Daniel Povey and Sanjeev Khudanpur
Session: End-to-End Speech Recognition


Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks
Daniel Povey, Gaofeng Cheng, Yiming Wang, Ke Li, Hainan Xu, Mahsa Yarmohammadi and Sanjeev Khudanpur
Session: Acoustic Modelling


Marschik, Peter B.


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Meng, Helen


Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance
Songxiang Liu, Jinghua Zhong, Lifa Sun, Xixin Wu, Xunying Liu and Helen Meng
Session: Voice Conversion


Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection
Ziwei Zhu, Zhiyong Wu, Runnan Li, Helen Meng and Lianhong Cai
Session: Spoken Term Detection


Gaussian Process Neural Networks for Speech Recognition
Max W. Y. Lam, Shoukang Hu, Xurong Xie, Shansong Liu, Jianwei Yu, Rongfeng Su, Xunying Liu and Helen Meng
Session: Novel Neural Network Architectures for Acoustic Modelling


Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis
Xu Li, Shaoguang Mao, Xixin Wu, Kun Li, Xunying Liu and Helen Meng
Session: Second Language Acquisition and Code-switching


Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus
Jianwei Yu, Xurong Xie, Shansong Liu, Shoukang Hu, Max W. Y. Lam, Xixin Wu, Ka Ho Wong, Xunying Liu and Helen Meng
Session: Application of ASR in Medical Practice


Speech and Language Processing for Learning and Wellbeing
Helen Meng
Session: Plenary Talk-3


Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis
Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu and Helen Meng
Session: Expressive Speech Synthesis


Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method
Shuai Yang, Zhiyong Wu, Binbin Shen and Helen Meng
Session: Deep Learning for Source Separation and Pitch Tracking


Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms
Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng and Lianhong Cai
Session: Emotion Recognition and Analysis


Murthy, Hema


Mobile Application for Learning Languages for the Unlettered
Gayathri G, Mohana N, Radhika Pal and Hema Murthy
Session: Show and Tell 2


Decision-level Feature Switching as a Paradigm for Replay Attack Detection
Saranya M S and Hema Murthy
Session: Spoofing Detection


Brain-Computer Interface using Electroencephalogram Signatures of Eye Blinks
Srihari Maruthachalam, Sidharth Aggarwal, Mari Ganesh Kumar, Mriganka Sur and Hema Murthy
Session: Show and Tell 3


Information Bottleneck Based Percussion Instrument Diarization System for Taniavartanam Segments of Carnatic Music Concerts
Nauman Dawalatabad, Jom Kuriakose, Chandra Sekhar Chellu and Hema Murthy
Session: Syllabification, Rhythm, and Voice Activity Detection


Early Vocabulary Development Through Picture-based Software Solutions
Kasthuri G, Prabha Ramanathan, Hema Murthy, Namita Jacob and Anil Prabhakar
Session: Show and Tell 4


Code-switching in Indic Speech Synthesisers
Anju Leela Thomas, Anusha Prakash, Arun Baby and Hema Murthy
Session: Speech Technologies for Code-Switching in Multilingual Communities


Resyllabification in Indian Languages and Its Implications in Text-to-speech Systems
Mahesh M, Jeena J Prakash and Hema Murthy
Session: Speech Segments and Voice Quality


Transcription Correction for Indian Languages Using Acoustic Signatures
Jeena JPrakash, Golda Brunet Rajan and Hema Murthy
Session: Low Resource Speech Recognition Challenge for Indian Languages


Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech
Jilt Sebastian, Manoj Kumar, Pavan Kumar D. S., Mathew Magimai.-Doss, Hema Murthy and Shrikanth Narayanan
Session: Speaker State and Trait


Narayanan, Shrikanth


Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics
Pavlos Papadopoulos, Colin Vaz and Shrikanth Narayanan
Session: Novel Approaches to Enhancement


Combined Speaker Clustering and Role Recognition in Conversational Speech
Nikolaos Flemotomos, Pavlos Papadopoulos, James Gibson and Shrikanth Narayanan
Session: Speaker Diarization


Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions
Nikolaos Flemotomos, Victor Martinez, James Gibson, David Atkins, Torrey Creed and Shrikanth Narayanan
Session: Integrating Speech Science and Technology for Clinical Applications


Computational Modeling of Conversational Humor in Psychotherapy
Anil Ramakrishna, Timothy Greer, David Atkins and Shrikanth Narayanan
Session: Speech and Language Analytics for Mental Health


A Knowledge Driven Structural Segmentation Approach for Play-Talk Classification During Autism Assessment
Manoj Kumar, Pooja Chebolu, So Hyun Kim, Kassandra Martinez, Catherine Lord and Shrikanth Narayanan
Session: Spoken Corpora and Annotation


Improving Gender Identification in Movie Audio Using Cross-Domain Data
Rajat Hebbar, Krishna Somandepalli and Shrikanth Narayanan
Session: Speaker State and Trait


Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech
Jilt Sebastian, Manoj Kumar, Pavan Kumar D. S., Mathew Magimai.-Doss, Hema Murthy and Shrikanth Narayanan
Session: Speaker State and Trait


Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy
Karan Singla, Zhuohao Chen, Nikolaos Flemotomos, James Gibson, Dogan Can, David Atkins and Shrikanth Narayanan
Session: Speech Pathology, Depression, and Medical Applications


Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks
Md Nasir, Brian Baucom, Shrikanth Narayanan and Panayiotis Georgiou
Session: Speech Pathology, Depression, and Medical Applications


Stochastic Shake-Shake Regularization for Affective Learning from Speech
Che-Wei Huang and Shrikanth Narayanan
Session: Emotion Recognition and Analysis


Patil, Hemant


Effectiveness of Speech Demodulation-Based Features for Replay Detection
Madhu Kamble, Hemlata Tak and Hemant Patil
Session: Spoofing Detection


Novel Variable Length Energy Separation Algorithm Using Instantaneous Amplitude Features for Replay Detection
Madhu Kamble and Hemant Patil
Session: Spoofing Detection


Auditory Filterbank Learning for Temporal Modulation Features in Replay Spoof Speech Detection
Hardik Sailor, Madhu Kamble and Hemant Patil
Session: Spoofing Detection


Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification
Hardik B. Sailor and Hemant Patil
Session: Speech Analysis and Representation


Effectiveness of Dynamic Features in INCA and Temporal Context-INCA
Nirmesh Shah and Hemant Patil
Session: Speech Analysis and Representation


Novel Empirical Mode Decomposition Cepstral Features for Replay Spoof Detection
Prasad Tapkir and Hemant Patil
Session: Speech Analysis and Representation


Novel Linear Frequency Residual Cepstral Features for Replay Attack Detection
Hemlata Tak and Hemant Patil
Session: Speech Analysis and Representation


Unsupervised Vocal Tract Length Warped Posterior Features for Non-Parallel Voice Conversion
Nirmesh Shah, Maulik C. Madhavi and Hemant Patil
Session: Voice Conversion and Speech Synthesis


Effectiveness of Generative Adversarial Network for Non-Audible Murmur-to-Whisper Speech Conversion
Neil Shah, Nirmesh Shah and Hemant Patil
Session: Novel Paradigms for Direct Synthesis Based on Speech-Related Biosignals


DA-IICT/IIITV System for Low Resource Speech Recognition Challenge 2018
Hardik B. Sailor, Maddala Venkata Siva Krishna, Diksha Chhabra, Ankur T. Patil, Madhu Kamble and Hemant Patil
Session: Low Resource Speech Recognition Challenge for Indian Languages


Pokorny, Florian B.


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Povey, Daniel


Acoustic Modeling from Frequency Domain Representations of Speech
Pegah Ghahremani, Hossein Hadian, Hang Lv, Daniel Povey and Sanjeev Khudanpur
Session: Robust Speech Recognition


Output-Gate Projected Gated Recurrent Unit for Speech Recognition
Gaofeng Cheng, Daniel Povey, Lu Huang, Ji Xu, Sanjeev Khudanpur and Yonghong Yan
Session: Novel Neural Network Architectures for Acoustic Modelling


A GPU-based WFST Decoder with Exact Lattice Generation
Zhehuai Chen, Justin Luitjens, Hainan Xu, Yiming Wang, Daniel Povey and Sanjeev Khudanpur
Session: Recurrent Neural Models for ASR


Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
Gregory Sell, David Snyder, Alan McCree, Daniel Garcia-Romero, Jesús Villalba, Matthew Maciejewski, Vimal Manohar, Najim Dehak, Daniel Povey, Shinji Watanabe and Sanjeev Khudanpur
Session: The First DIHARD Speech Diarization Challenge


Emotion Identification from Raw Speech Signals Using DNNs
Mousmita Sarma, Pegah Ghahremani, Daniel Povey, Nagendra Kumar Goel, Kandarpa Kumar Sarma and Najim Dehak
Session: Representation Learning for Emotion


End-to-end Deep Neural Network Age Estimation
Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur and Najim Dehak
Session: Speaker State and Trait


Recurrent Neural Network Language Model Adaptation for Conversational Speech Recognition
Ke Li, Hainan Xu, Yiming Wang, Daniel Povey and Sanjeev Khudanpur
Session: Language Modeling


Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification
Yingke Zhu, Tom Ko, David Snyder, Brian Mak and Daniel Povey
Session: Speaker Verification Using Neural Network Methods II


End-to-end Speech Recognition Using Lattice-free MMI
Hossein Hadian, Hossein Sameti, Daniel Povey and Sanjeev Khudanpur
Session: End-to-End Speech Recognition


Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks
Daniel Povey, Gaofeng Cheng, Yiming Wang, Ke Li, Hainan Xu, Mahsa Yarmohammadi and Sanjeev Khudanpur
Session: Acoustic Modelling


Prasanna, S R Mahadeva


Exploration of Compressed ILPR Features for Replay Attack Detection
Sarfaraz Jelil, Sishir Kalita, S R Mahadeva Prasanna and Rohit Sinha
Session: Spoofing Detection


Robust Mizo Continuous Speech Recognition
Abhishek Dey, Biswajit Dev Sarma, Wendy Lalhminghlui, Lalnunsiami Ngente, Parismita Gogoi, Priyankoo Sarmah, S R Mahadeva Prasanna, Rohit Sinha and Nirmala S.R.
Session: Speech Recognition for Indian Languages


Spoken Keyword Detection Using Joint DTW-CNN
Ravi Shankar, Vikram C M and S R Mahadeva Prasanna
Session: Spoken Term Detection


Processing Transition Regions of Glottal Stop Substituted /S/ for Intelligibility Enhancement of Cleft Palate Speech
Protima Nomo Sudro, Sishir Kalita and S R Mahadeva Prasanna
Session: Speech and Singing Production


Estimation of Hypernasality Scores from Cleft Lip and Palate Speech
Vikram C M, Ayush Tripathi, Sishir Kalita and S R Mahadeva Prasanna
Session: Integrating Speech Science and Technology for Clinical Applications


Epoch Extraction from Pathological Children Speech Using Single Pole Filtering Approach
Vikram C M and S R Mahadeva Prasanna
Session: Measuring Pitch and Articulation


Glotto Vibrato Graph: A Device and Method for Recording, Analysis and Visualization of Glottal Activity
Kishalay Chakraborty, Senjam Shantirani Devi, Sanjeevan Devnath, S R Mahadeva Prasanna and Priyankoo Sarmah
Session: Show and Tell 6


Analysis of Breathiness in Contextual Vowel of Voiceless Nasals in Mizo
Pamir Gogoi, Sishir Kalita, Parismita Gogoi, Ratree Wayland, Priyankoo Sarmah, S R Mahadeva Prasanna
Session: Speech Segments and Voice Quality


AGROASSAM: A Web Based Assamese Speech Recognition Application for Retrieving Agricultural Commodity Price and Weather Information
Abhishek Dey, Abhash Deka, Siddika Imani, Barsha Deka, Rohit Sinha, S R Mahadeva Prasanna, Priyankoo Sarmah, K Samudravijaya and Nirmala S.R.
Session: Show and Tell 7


Self-similarity Matrix Based Intelligibility Assessment of Cleft Lip and Palate Speech
Sishir Kalita, S R Mahadeva Prasanna and Samarendra Dandapat
Session: Acoustic Analysis-Synthesis of Speech Disorders


Pitch-Adaptive Front-end Feature for Hypernasality Detection
Akhilesh Kumar Dubey, S R Mahadeva Prasanna and S Dandapat
Session: Acoustic Analysis-Synthesis of Speech Disorders


Detection of Glottal Activity Errors in Production of Stop Consonants in Children with Cleft Lip and Palate
Vikram C M, S R Mahadeva Prasanna, Ajish K Abraham, Pushpavathi M and Girish K S
Session: Acoustic Analysis-Synthesis of Speech Disorders


Qian, Kun


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Evolving Learning for Analysing Mood-Related Infant Vocalisation
Zixing Zhang, Jing Han, Kun Qian and Björn Schuller
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Rathner, Eva-Maria


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


State of Mind: Classification through Self-reported Affect and Word Use in Speech.
Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Björn Schuller and Harald Baumeister
Session: Speaker State and Trait


How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives
Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Björn Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe and Harald Baumeister
Session: Speech Pathology, Depression, and Medical Applications


Ren, Zhao


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech
Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval and Björn Schuller
Session: Representation Learning for Emotion


Schmitt, Maximilian


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech
Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval and Björn Schuller
Session: Representation Learning for Emotion


Schuller, Björn


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


Towards Temporal Modelling of Categorical Speech Emotion Recognition
Wenjing Han, Huabin Ruan, Xiaomin Chen, Zhixiang Wang, Haifeng Li and Björn Schuller
Session: Emotion Modeling


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Evolving Learning for Analysing Mood-Related Infant Vocalisation
Zixing Zhang, Jing Han, Kun Qian and Björn Schuller
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Recognition of Echolalic Autistic Child Vocalisations Utilising Convolutional Recurrent Neural Networks
Shahin Amiriparian, Alice Baird, Sahib Julka, Alyssa Alcorn, Sandra Ottl, Sunčica Petrović, Eloise Ainger, Nicholas Cummins and Björn Schuller
Session: Speech and Language Analytics for Mental Health


Automated Classification of Children’s Linguistic versus Non-Linguistic Vocalisations
Zixing Zhang, Alejandrina Cristia, Anne Warlaumont and Björn Schuller
Session: Second Language Acquisition and Code-switching


The Perception and Analysis of the Likeability and Human Likeness of Synthesized Speech
Alice Baird, Emilia Parada-Cabaleiro, Simone Hantke, Felix Burkhardt, Nicholas Cummins and Björn Schuller
Session: Text Analysis, Multilingual Issues and Evaluation in Speech Synthesis


State of Mind: Classification through Self-reported Affect and Word Use in Speech.
Eva-Maria Rathner, Yannik Terhorst, Nicholas Cummins, Björn Schuller and Harald Baumeister
Session: Speaker State and Trait


Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech
Jing Han, Zixing Zhang, Maximilian Schmitt, Zhao Ren, Fabien Ringeval and Björn Schuller
Session: Representation Learning for Emotion


How Did You like 2017? Detection of Language Markers of Depression and Narcissism in Personal Narratives
Eva-Maria Rathner, Julia Djamali, Yannik Terhorst, Björn Schuller, Nicholas Cummins, Gudrun Salamon, Christina Hunger-Schoppe and Harald Baumeister
Session: Speech Pathology, Depression, and Medical Applications


Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis
Simone Hantke, Christoph Stemp and Björn Schuller
Session: Multimodal Systems


Categorical vs Dimensional Perception of Italian Emotional Speech
Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird and Björn Schuller
Session: Emotion Recognition and Analysis


Steidl, Stefan


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Tzirakis, Panagiotis


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Watanabe, Shinji


Multi-Head Decoder for End-to-End Speech Recognition
Tomoki Hayashi, Shinji Watanabe, Tomoki Toda and Kazuya Takeda
Session: Sequence Models for ASR


The Fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, Task and Baselines
Jon Barker, Shinji Watanabe, Emmanuel Vincent and Jan Trmal
Session: Robust Speech Recognition


Building State-of-the-art Distant Speech Recognition Using the CHiME-4 Challenge with a Setup of Speech Enhancement Baseline
Szu-Jui Chen, Aswin Shanmugam Subramanian, Hainan Xu and Shinji Watanabe
Session: Robust Speech Recognition


Effectiveness of Single-Channel BLSTM Enhancement for Language Identification
Peter Sibbern Frederiksen, Jesús Villalba, Shinji Watanabe, Zheng-Hua Tan and Najim Dehak
Session: Language Identification


ESPnet: End-to-End Speech Processing Toolkit
Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala and Tsubasa Ochiai
Session: Recurrent Neural Models for ASR


Multi-Modal Data Augmentation for End-to-end ASR
Adithya Renduchintala, Shuoyang Ding, Matthew Wiesner and Shinji Watanabe
Session: Adjusting to Speaker, Accent, and Domain


Auxiliary Feature Based Adaptation of End-to-end ASR Systems
Marc Delcroix, Shinji Watanabe, Atsunori Ogawa, Shigeki Karita and Tomohiro Nakatani
Session: Adjusting to Speaker, Accent, and Domain


Semi-Supervised End-to-End Speech Recognition
Shigeki Karita, Shinji Watanabe, Tomoharu Iwata, Atsunori Ogawa and Marc Delcroix
Session: End-to-End Speech Recognition


Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge
Gregory Sell, David Snyder, Alan McCree, Daniel Garcia-Romero, Jesús Villalba, Matthew Maciejewski, Vimal Manohar, Najim Dehak, Daniel Povey, Shinji Watanabe and Sanjeev Khudanpur
Session: The First DIHARD Speech Diarization Challenge


Student-Teacher Learning for BLSTM Mask-based Speech Enhancement
Aswin Shanmugam Subramanian, Szu-Jui Chen and Shinji Watanabe
Session: Deep Enhancement


Yu, Dong


Improving Attention Based Sequence-to-Sequence Models for End-to-End English Conversational Speech Recognition
Chao Weng, Jia Cui, Guangsen Wang, Jun Wang, Chengzhu Yu, Dan Su and Dong Yu
Session: Sequence Models for ASR


A Multistage Training Framework for Acoustic-to-Word Model
Chengzhu Yu, Chunlei Zhang, Chao Weng, Jia Cui and Dong Yu
Session: Sequence Models for ASR


Monaural Multi-Talker Speech Recognition with Attention Mechanism and Gated Convolutional Networks
Xuankai Chang, Yanmin Qian and Dong Yu
Session: Robust Speech Recognition


Deep Discriminative Embeddings for Duration Robust Speaker Verification
Na Li, Deyi Tuo, Dan Su, Zhifeng Li and Dong Yu
Session: Speaker Verification Using Neural Network Methods I


Text-Dependent Speech Enhancement for Small-Footprint Robust Keyword Detection
Meng Yu, Xuan Ji, Yi Gao, Lianwu Chen, Jie Chen, Jimeng Zheng, Dan Su and Dong Yu
Session: Topics in Speech Recognition


Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis
Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu and Helen Meng
Session: Expressive Speech Synthesis


Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation
Lianwu Chen, Meng Yu, Yanmin Qian, Dan Su and Dong Yu
Session: Deep Learning for Source Separation and Pitch Tracking


Deep Extractor Network for Target Speaker Recovery from Single Channel Speech Mixtures
Jun Wang, Jie Chen, Dan Su, Lianwu Chen, Meng Yu, Yanmin Qian and Dong Yu
Session: Deep Learning for Source Separation and Pitch Tracking


Zafeiriou, Stefanos


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Zhang, Dajie


Self-assessed Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Summary of results
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 2


The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Heart Beat Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Crying Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1


Atypical Affect Sub-Challenge
Björn Schuller, Stefan Steidl, Anton Batliner, Peter B. Marschik, Harald Baumeister, Fengquan Dong, Simone Hantke, Florian B. Pokorny, Eva-Maria Rathner, Katrin D. Bartl-Pokorny, Christa Einspieler, Dajie Zhang, Alice Baird, Shahin Amiriparian, Kun Qian, Zhao Ren, Maximilian Schmitt, Panagiotis Tzirakis and Stefanos Zafeiriou
Session: The INTERSPEECH 2018 Computational Paralinguistics ChallengE (ComParE): Atypical & Self-Assessed Affect, Crying & Heart Beats 1