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Deep Neural Network Approaches to Speaker and Language Recognition

IEEE signal processing letters, 2015-10, Vol.22 (10), p.1671-1675

2015

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Non-Autoregressive Transformer for Speech Recognition

IEEE signal processing letters, 2021, Vol.28, p.121-125

2021

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Front-End Factor Analysis for Speaker Verification

IEEE transactions on audio, speech, and language processing, 2011-05, Vol.19 (4), p.788-798

2011

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Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach

IEEE transactions on audio, speech, and language processing, 2013-10, Vol.21 (10), p.2015-2028

2013

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Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems

IEEE transactions on information forensics and security, 2021, Vol.16, p.4811-4826

2021

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Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech

IEEE journal of selected topics in signal processing, 2022-10, Vol.16 (6), p.1284-1295

2022

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Unsupervised Speech Segmentation and Variable Rate Representation Learning Using Segmental Contrastive Predictive Coding

IEEE/ACM transactions on audio, speech, and language processing, 2022, Vol.30, p.2002-2014

2022

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Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson’s Disease

Scientific reports, 2019-12, Vol.9 (1), p.19066-16, Article 19066

2019

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Age Estimation in Short Speech Utterances Based on LSTM Recurrent Neural Networks

IEEE access, 2018-01, Vol.6, p.22524-22530

2018

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Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson’s disease in multi-lingual scenarios

Computers in biology and medicine, 2023-11, Vol.166, p.107559, Article 107559

2023

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Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's Disease

Applied soft computing, 2018-01, Vol.62, p.649-666

2018

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Automating the analysis of eye movement for different neurodegenerative disorders

Computers in biology and medicine, 2024-03, Vol.170, p.107951-107951, Article 107951

2024

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Attentive Filtering Networks for Audio Replay Attack Detection

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.6316-6320

2019

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Time-Domain Speech Super-Resolution With GAN Based Modeling for Telephony Speaker Verification

IEEE/ACM transactions on audio, speech, and language processing, 2024, Vol.32, p.1736-1749

2024

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What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition

Transactions of the Association for Computational Linguistics, 2021-10, Vol.9, p.1163-1179

2021

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Multilingual evaluation of interpretable biomarkers to represent language and speech patterns in Parkinson's disease

Frontiers in neurology, 2023-03, Vol.14, p.1142642-1142642

2023

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Things to Consider When Automatically Detecting Parkinson’s Disease Using the Phonation of Sustained Vowels: Analysis of Methodological Issues

Applied sciences, 2022-02, Vol.12 (3), p.991

2022

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Unveiling early signs of Parkinson’s disease via a longitudinal analysis of celebrity speech recordings

NPJ Parkinson's Disease, 2024-10, Vol.10 (1), p.207-17, Article 207

2024

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Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition

IEEE/ACM transactions on audio, speech, and language processing, 2014-07, Vol.22 (7), p.1117-1129

2014

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Analysis of the Effects of Supraglottal Tract Surgical Procedures in Automatic Speaker Recognition Performance

IEEE/ACM transactions on audio, speech, and language processing, 2020, Vol.28, p.798-812

2020

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Unclonable photonic keys hardened against machine learning attacks

APL photonics, 2020-01, Vol.5 (1), p.010803-010803-12

2020

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Long term Suboxone™ emotional reactivity as measured by automatic detection in speech

PloS one, 2013-07, Vol.8 (7), p.e69043

2013

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Correction: Long Term Suboxone™ Emotional Reactivity As Measured by Automatic Detection in Speech

PloS one, 2013-08, Vol.8 (8)

2013

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X-Vectors Meet Emotions: A Study On Dependencies Between Emotion and Speaker Recognition

ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, p.7169-7173

2020

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rVAD: An unsupervised segment-based robust voice activity detection method

Computer speech & language, 2020-01, Vol.59, p.1-21

2020

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Deep Neural Network Approaches to Speaker and Language Recognition

Non-Autoregressive Transformer for Speech Recognition

Front-End Factor Analysis for Speaker Verification

Unsupervised Methods for Speaker Diarization: An Integrated and Iterative Approach

Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems

Non-Contrastive Self-Supervised Learning for Utterance-Level Information Extraction From Speech

Unsupervised Speech Segmentation and Variable Rate Representation Learning Using Segmental Contrastive Predictive Coding

Phonetic relevance and phonemic grouping of speech in the automatic detection of Parkinson’s Disease

Age Estimation in Short Speech Utterances Based on LSTM Recurrent Neural Networks

Interpretable speech features vs. DNN embeddings: What to use in the automatic assessment of Parkinson’s disease in multi-lingual scenarios

Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's Disease

Automating the analysis of eye movement for different neurodegenerative disorders

Attentive Filtering Networks for Audio Replay Attack Detection

Time-Domain Speech Super-Resolution With GAN Based Modeling for Telephony Speaker Verification

What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition

Multilingual evaluation of interpretable biomarkers to represent language and speech patterns in Parkinson's disease

Things to Consider When Automatically Detecting Parkinson’s Disease Using the Phonation of Sustained Vowels: Analysis of Methodological Issues

Unveiling early signs of Parkinson’s disease via a longitudinal analysis of celebrity speech recordings

Non-Negative Factor Analysis of Gaussian Mixture Model Weight Adaptation for Language and Dialect Recognition

Analysis of the Effects of Supraglottal Tract Surgical Procedures in Automatic Speaker Recognition Performance

Unclonable photonic keys hardened against machine learning attacks

Long term Suboxone™ emotional reactivity as measured by automatic detection in speech

Correction: Long Term Suboxone™ Emotional Reactivity As Measured by Automatic Detection in Speech

X-Vectors Meet Emotions: A Study On Dependencies Between Emotion and Speaker Recognition

rVAD: An unsupervised segment-based robust voice activity detection method

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