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Feasibility of a Machine Learning-Based Smartphone Application in Detecting Depression and Anxiety in a Generally Senior Population

Frontiers in psychology, 2022-04, Vol.13, p.811517-811517

2022

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To ‘errrr’ is human: ecology and acoustics of speech disfluencies

Journal of the International Phonetic Association, 2001-06, Vol.31 (1), p.153-169

Shriberg, Elizabeth

2001

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A study in machine learning from imbalanced data for sentence boundary detection in speech

Computer speech & language, 2006-10, Vol.20 (4), p.468-494

2006

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A comparison of approaches for modeling prosodic features in speaker recognition

2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010, p.4414-4417

2010

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Overlap in Meetings: ASR Effects and Analysis by Dialog Factors, Speakers, and Collection Site

Lecture notes in computer science, 2006, Vol.4299, p.212-224

2006

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Sentiment-Aware Automatic Speech Recognition Pre-Training for Enhanced Speech Emotion Recognition

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.7347-7351

2022

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Enriching speech recognition with automatic detection of sentence boundaries and disfluencies

IEEE transactions on audio, speech, and language processing, 2006-09, Vol.14 (5), p.1526-1540

2006

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Effects of feature type, learning algorithm and speaking style for depression detection from speech

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015, p.4774-4778

2015

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Confidence Estimation for Speech Emotion Recognition Based on the Relationship Between Emotion Categories and Primitives

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.7352-7356

2022

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Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus

ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, p.7273-7277

2021

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Can Prosody Aid the Automatic Classification of Dialog Acts in Conversational Speech?

Language and speech, 1998-07, Vol.41 (3-4), p.443-492

1998

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A Corpus Analysis of Patterns of Age-Related Change in Conversational Speech

Psychology and aging, 2010-09, Vol.25 (3), p.708-713

2010

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Noise and reverberation effects on depression detection from speech

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.5795-5799

2016

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Crowdsourcing Emotional Speech

2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2018, p.5139-5143

2018

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Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech

Computational linguistics - Association for Computational Linguistics, 2000-09, Vol.26 (3), p.339-373

2000

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The CALO Meeting Assistant System

IEEE transactions on audio, speech, and language processing, 2010-08, Vol.18 (6), p.1601-1611

2010

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Computationally-efficient endpointing features for natural spoken interaction with personal-assistant systems

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.3241-3245

2014

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Analysis and prediction of heart rate using speech features from natural speech

2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017, p.989-993

2017

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Higher-Level Features in Speaker Recognition

Speaker Classification I, p.241-259

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Prosody-based automatic segmentation of speech into sentences and topics

Speech communication, 2000, Vol.32 (1), p.127-154

2000

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Automatic dialog act segmentation and classification in multiparty meetings

Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005, 2005, Vol.1, p.I/1061-I/1064 Vol. 1

2005

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Language-independent constrained cepstral features for speaker recognition

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011, p.5296-5299

2011

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EduSpeak®: A speech recognition and pronunciation scoring toolkit for computer-aided language learning applications

Language testing, 2010-07, Vol.27 (3), p.401-418

2010

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Comparing the contributions of context and prosody in text-independent dialog act recognition

2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 2010, p.5374-5377

2010

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Automatic characterization of speaking styles in educational videos

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014, p.4848-4852

2014

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Feasibility of a Machine Learning-Based Smartphone Application in Detecting Depression and Anxiety in a Generally Senior Population

To ‘errrr’ is human: ecology and acoustics of speech disfluencies

A study in machine learning from imbalanced data for sentence boundary detection in speech

A comparison of approaches for modeling prosodic features in speaker recognition

Overlap in Meetings: ASR Effects and Analysis by Dialog Factors, Speakers, and Collection Site

Sentiment-Aware Automatic Speech Recognition Pre-Training for Enhanced Speech Emotion Recognition

Enriching speech recognition with automatic detection of sentence boundaries and disfluencies

Effects of feature type, learning algorithm and speaking style for depression detection from speech

Confidence Estimation for Speech Emotion Recognition Based on the Relationship Between Emotion Categories and Primitives

Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus

Can Prosody Aid the Automatic Classification of Dialog Acts in Conversational Speech?

A Corpus Analysis of Patterns of Age-Related Change in Conversational Speech

Noise and reverberation effects on depression detection from speech

Crowdsourcing Emotional Speech

Dialogue Act Modeling for Automatic Tagging and Recognition of Conversational Speech

The CALO Meeting Assistant System

Computationally-efficient endpointing features for natural spoken interaction with personal-assistant systems

Analysis and prediction of heart rate using speech features from natural speech

Higher-Level Features in Speaker Recognition

Prosody-based automatic segmentation of speech into sentences and topics

Automatic dialog act segmentation and classification in multiparty meetings

Language-independent constrained cepstral features for speaker recognition

EduSpeak®: A speech recognition and pronunciation scoring toolkit for computer-aided language learning applications

Comparing the contributions of context and prosody in text-independent dialog act recognition

Automatic characterization of speaking styles in educational videos

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