Feasibility of a Machine Learning-Based Smartphone Application in Detecting Depression and Anxiety in a Generally Senior Population
Lin, David, Nazreen, Tahmida, Rutowski, Tomasz, Lu, Yang, Harati, Amir, Shriberg, Elizabeth, Chlebek, Piotr, Aratow, Michael
Published in Frontiers in psychology (08.04.2022)
Published in Frontiers in psychology (08.04.2022)
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Journal Article
A study in machine learning from imbalanced data for sentence boundary detection in speech
Liu, Yang, Chawla, Nitesh V., Harper, Mary P., Shriberg, Elizabeth, Stolcke, Andreas
Published in Computer speech & language (01.10.2006)
Published in Computer speech & language (01.10.2006)
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Journal Article
Can Prosody Aid the Automatic Classification of Dialog Acts in Conversational Speech?
Shriberg, Elizabeth, Stolcke, Andreas, Jurafsky, Daniel, Coccaro, Noah, Meteer, Marie, Bates, Rebecca, Taylor, Paul, Ries, Klaus, Martin, Rachel, van Ess-Dykema, Carol
Published in Language and speech (01.07.1998)
Published in Language and speech (01.07.1998)
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Journal Article
Sentiment-Aware Automatic Speech Recognition Pre-Training for Enhanced Speech Emotion Recognition
Ghriss, Ayoub, Yang, Bo, Rozgic, Viktor, Shriberg, Elizabeth, Wang, Chao
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Confidence Estimation for Speech Emotion Recognition Based on the Relationship Between Emotion Categories and Primitives
Li, Yang, Papayiannis, Constantinos, Rozgic, Viktor, Shriberg, Elizabeth, Wang, Chao
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus
Harati, Amir, Shriberg, Elizabeth, Rutowski, Tomasz, Chlebek, Piotr, Lu, Yang, Oliveira, Ricardo
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
Published in ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (06.06.2021)
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Conference Proceeding
A corpus analysis of patterns of age-related change in conversational speech
Horton, William S, Spieler, Daniel H, Shriberg, Elizabeth
Published in Psychology and aging (01.09.2010)
Published in Psychology and aging (01.09.2010)
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Journal Article
Noise and reverberation effects on depression detection from speech
Mitra, Vikramjit, Tsiartas, Andreas, Shriberg, Elizabeth
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
Published in 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2016)
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Conference Proceeding
Journal Article
Crowdsourcing Emotional Speech
Smith, Jennifer, Tsiartas, Andreas, Wagner, Valerie, Shriberg, Elizabeth, Bassiou, Nikoletta
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
Published in 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.04.2018)
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Conference Proceeding
Computationally-efficient endpointing features for natural spoken interaction with personal-assistant systems
Arsikere, Harish, Shriberg, Elizabeth, Ozertem, Umut
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding
Analysis and prediction of heart rate using speech features from natural speech
Smith, Jennifer, Tsiartas, Andreas, Shriberg, Elizabeth, Kathol, Andreas, Willoughby, Adrian, de Zambotti, Massimiliano
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
Published in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2017)
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Conference Proceeding
Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech
Stolcke, Andreas, Ries, Klaus, Coccaro, Noah, Shriberg, Elizabeth, Bates, Rebecca, Jurafsky, Daniel, Taylor, Paul, Martin, Rachel, Ess-Dykema, Carol Van, Meteer, Marie
Published in Computational linguistics - Association for Computational Linguistics (01.09.2000)
Published in Computational linguistics - Association for Computational Linguistics (01.09.2000)
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Journal Article
The CALO Meeting Assistant System
Tur, G, Stolcke, A, Voss, L, Peters, S, Hakkani-Tur, Dilek, Dowding, J, Favre, B, Fernandez, R, Frampton, M, Frandsen, M, Frederickson, C, Graciarena, M, Kintzing, D, Leveque, K, Mason, S, Niekrasz, J, Purver, M, Riedhammer, K, Shriberg, E, Jing Tien, Vergyri, D, Fan Yang
Published in IEEE transactions on audio, speech, and language processing (01.08.2010)
Published in IEEE transactions on audio, speech, and language processing (01.08.2010)
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Journal Article
EduSpeak®: A speech recognition and pronunciation scoring toolkit for computer-aided language learning applications
Franco, Horacio, Bratt, Harry, Rossier, Romain, Rao Gadde, Venkata, Shriberg, Elizabeth, Abrash, Victor, Precoda, Kristin
Published in Language testing (01.07.2010)
Published in Language testing (01.07.2010)
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