Research graph
References from Towards inclusive voice biometrics: Dysarthria-discriminative embeddings for ASV system. Local targets link to admitted publications; unresolved targets remain external evidence.
Speaker recognition: A tutorial
10.1109/5.628714 · 1997 · External reference
Speaker verification using adapted Gaussian mixture models
10.1006/dspr.1999.0361 · 2000 · External reference
Technology review - biometrics-technology, application, challenge, and computational intelligence solutions
10.1109/mci.2007.353415 · 2007 · External reference
Fully automated speaker identification and intelligibility assessment in dysarthria disease using auditory knowledge
2015 · External reference
A deep learning approach to dysarthric utterance classification with BiLSTM-GRU, speech cue filtering, and log mel spectrograms
10.1007/s11227-024-06015-x · 2024 · External reference
Dysarthric speaker identification with different degrees of dysarthria severity using deep belief networks
10.4218/etrij.2017-0260 · 2018 · External reference
Speech emotion recognition with deep convolutional neural networks
10.1016/j.bspc.2020.101894 · 2020 · External reference
Deep neural network framework and transformed MFCCs for speaker’s age and gender classification
10.1016/j.knosys.2016.10.008 · 2017 · External reference
LSTM siamese network for Parkinson’s disease detection from speech
2019 · External reference
Enhancing human activity recognition with siamese networks: A comparative study of contrastive and triplet learning approaches
10.3390/electronics13091739 · 2024 · External reference
Learning a similarity metric discriminatively, with application to face verification
2005 · External reference
1. State-of-the-art speaker recognition methods applied to speakers with dysarthria
2020 · External reference
10.21437/interspeech.2022-375
10.21437/interspeech.2022-375 · External reference
Automatic speaker verification system for dysarthric speakers using prosodic features and out-of-domain data augmentation
10.1016/j.apacoust.2023.109412 · 2023 · External reference
Constant Q cepstral coefficients for automatic speaker verification system for dysarthria patients
2023 · External reference
Combined approach to dysarthric speaker verification using data augmentation and feature fusion
10.1016/j.specom.2024.103070 · 2024 · External reference
Advancing voice biometrics for dysarthria speakers using multitaper LFCC and voice conversion data augmentation
10.1109/tifs.2024.3484661 · 2024 · External reference
Modeling pixel means and covariances using factorized third-order Boltzmann machines
2010 · External reference
Dysarthric speech recognition using variational mode decomposition and convolutional neural networks
10.1007/s11277-021-08899-x · 2022 · External reference
Language recognition using deep-structured conditional random fields
2010 · External reference
A CNN-based approach for classical music recognition and style emotion classification
2025 · External reference
10.21437/interspeech.2014-172
10.21437/interspeech.2014-172 · External reference
Dysarthria detection using convolutional neural network
2021 · External reference
Automatic speaker independent dysarthric speech intelligibility assessment system
10.1016/j.csl.2021.101213 · 2021 · External reference
Speech vision: An end-to-end deep learning-based dysarthric automatic speech recognition system
10.1109/tnsre.2021.3076778 · 2021 · External reference
A strategic approach for robust dysarthric speech recognition
10.1007/s11277-024-11029-y · 2024 · External reference
Dysarthria diagnosis and dysarthric speaker identification using raw speech model
2024 · External reference
Siamese networks for speaker identification on resource-constrained platforms
2023 · External reference
Automatic dysarthric speech detection exploiting pairwise distance-based convolutional neural networks
2021 · External reference
A sequential contrastive learning framework for robust dysarthric speech recognition
2021 · External reference
Unresolved reference
2024 · External reference
10.21437/interspeech.2024-1563
10.21437/interspeech.2024-1563 · External reference
The TORGO database of acoustic and articulatory speech from speakers with dysarthria
2010 · External reference
Convolutional neural networks for speech recognition
10.1109/taslp.2014.2339736 · 2014 · External reference
Convolutional and Deep Neural Networks based techniques for extracting the age-relevant features of the speaker
2021 · External reference
Automatic spotting of vowels, nasals and approximants from speech signals
2018 · External reference
Speaker verification using deep neural networks: A
2019 · External reference
Acoustic modeling using deep belief networks
10.1109/tasl.2011.2109382 · 2012 · External reference
10.1109/siva.2018.8661100
10.1109/siva.2018.8661100 · External reference
Dysarthrias associated with extra-pyramidal syndromes
1990 · External reference
Unresolved reference
2018 · External reference
Enhancing voice biometrics for dysarthria patients using novel temporal discriminative feature embedding
2025 · External reference
Siamese network with wav2vec feature for spoofing speech detection
2021 · External reference
FCAN: Speech emotion recognition network based on focused contrastive learning
10.1016/j.bspc.2024.106545 · 2024 · External reference
10.1145/3267935.3267946
10.1145/3267935.3267946 · External reference
Classification of imagined speech using Siamese neural network
2020 · External reference
Principal component analysis
10.1016/0169-7439(87)80084-9 · 1987 · External reference
10.1109/icassp.2018.8461375
10.1109/icassp.2018.8461375 · External reference
Unresolved reference
2020 · External reference
10.21437/interspeech.2008-480
10.21437/interspeech.2008-480 · External reference
VoxCeleb: A large-scale speaker identification dataset
2017 · External reference
The Kaldi speech recognition toolkit
2011 · External reference
Unresolved reference
2014 · External reference
Wav2vec 2.0: A framework for self-supervised learning of speech representations
2020 · External reference
Hubert: Self-supervised speech representation learning by masked prediction of hidden units
10.1109/taslp.2021.3122291 · 2021 · External reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · External reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · External reference
Unresolved reference
2001 · External reference
Speaker verification using adapted Gaussian mixture models
10.1006/dspr.1999.0361 · ExternalCitation · doi-reference
A deep learning approach to dysarthric utterance classification with BiLSTM-GRU, speech cue filtering, and log mel spectrograms
10.1007/s11227-024-06015-x · ExternalCitation · doi-reference
Dysarthric speech recognition using variational mode decomposition and convolutional neural networks
10.1007/s11277-021-08899-x · ExternalCitation · doi-reference
A strategic approach for robust dysarthric speech recognition
10.1007/s11277-024-11029-y · ExternalCitation · doi-reference
Principal component analysis
10.1016/0169-7439(87)80084-9 · ExternalCitation · doi-reference
Automatic speaker verification system for dysarthric speakers using prosodic features and out-of-domain data augmentation
10.1016/j.apacoust.2023.109412 · ExternalCitation · doi-reference
Speech emotion recognition with deep convolutional neural networks
10.1016/j.bspc.2020.101894 · ExternalCitation · doi-reference
FCAN: Speech emotion recognition network based on focused contrastive learning
10.1016/j.bspc.2024.106545 · ExternalCitation · doi-reference
Automatic speaker independent dysarthric speech intelligibility assessment system
10.1016/j.csl.2021.101213 · ExternalCitation · doi-reference
Deep neural network framework and transformed MFCCs for speaker’s age and gender classification
10.1016/j.knosys.2016.10.008 · ExternalCitation · doi-reference
Combined approach to dysarthric speaker verification using data augmentation and feature fusion
10.1016/j.specom.2024.103070 · ExternalCitation · doi-reference
Speaker recognition: A tutorial
10.1109/5.628714 · ExternalCitation · doi-reference
10.1109/cvpr.2016.90
10.1109/cvpr.2016.90 · ExternalCitation · doi-reference
10.1109/cvpr.2018.00745
10.1109/cvpr.2018.00745 · ExternalCitation · doi-reference
10.1109/icassp.2018.8461375
10.1109/icassp.2018.8461375 · ExternalCitation · doi-reference
Technology review - biometrics-technology, application, challenge, and computational intelligence solutions
10.1109/mci.2007.353415 · ExternalCitation · doi-reference
10.1109/siva.2018.8661100
10.1109/siva.2018.8661100 · ExternalCitation · doi-reference
Acoustic modeling using deep belief networks
10.1109/tasl.2011.2109382 · ExternalCitation · doi-reference
Convolutional neural networks for speech recognition
10.1109/taslp.2014.2339736 · ExternalCitation · doi-reference
Hubert: Self-supervised speech representation learning by masked prediction of hidden units
10.1109/taslp.2021.3122291 · ExternalCitation · doi-reference
Advancing voice biometrics for dysarthria speakers using multitaper LFCC and voice conversion data augmentation
10.1109/tifs.2024.3484661 · ExternalCitation · doi-reference
Speech vision: An end-to-end deep learning-based dysarthric automatic speech recognition system
10.1109/tnsre.2021.3076778 · ExternalCitation · doi-reference
10.1145/3267935.3267946
10.1145/3267935.3267946 · ExternalCitation · doi-reference
10.21437/interspeech.2008-480
10.21437/interspeech.2008-480 · ExternalCitation · doi-reference
10.21437/interspeech.2014-172
10.21437/interspeech.2014-172 · ExternalCitation · doi-reference
10.21437/interspeech.2022-375
10.21437/interspeech.2022-375 · ExternalCitation · doi-reference
10.21437/interspeech.2024-1563
10.21437/interspeech.2024-1563 · ExternalCitation · doi-reference
Enhancing human activity recognition with siamese networks: A comparative study of contrastive and triplet learning approaches
10.3390/electronics13091739 · ExternalCitation · doi-reference
Dysarthric speaker identification with different degrees of dysarthria severity using deep belief networks
10.4218/etrij.2017-0260 · ExternalCitation · doi-reference
