Jesús Villalba

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 66

Top Topics

Predictive Coding

Speaker Verification

Top Venues

Publications

Saurabh Kataria, Jesús Villalba, Najim Dehak
Perceptual Loss Based Speech Denoising with an Ensemble of Audio Pattern Recognition and Self-Supervised Models. ICASSP (2021)
Jaejin Cho, Piotr Zelasko, Jesús Villalba, Najim Dehak
Improving Reconstruction Loss Based Speaker Embedding in Unsupervised and Semi-Supervised Scenarios. ICASSP (2021)
Raghavendra Pappagari, Piotr Zelasko, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak
Beyond Isolated Utterances: Conversational Emotion Recognition. CoRR (2021)
Saurabhchand Bhati, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding. CoRR (2021)
Raghavendra Pappagari, Piotr Zelasko, Jesús Villalba, Laureano Moro-Velázquez, Najim Dehak
Beyond Isolated Utterances: Conversational Emotion Recognition. ASRU (2021)
Nanxin Chen, Shinji Watanabe, Jesús Villalba, Piotr Zelasko, Najim Dehak
Non-Autoregressive Transformer for Speech Recognition. IEEE Signal Process. Lett. 28 (2021)
Sonal Joshi, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak
Adversarial Attacks and Defenses for Speaker Identification Systems. CoRR (2021)
Saurabhchand Bhati, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak
Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation. CoRR (2021)
Aviad Shtrosberg, Jesús Villalba, Najim Dehak, Azaria Cohen, Bar Ben-Yair
Invariant Representation Learning for Robust Far-Field Speaker Recognition. SLSP (2021)
Piotr Zelasko, Sonal Joshi, Yiwen Shao, Jesús Villalba, Jan Trmal, Najim Dehak, Sanjeev Khudanpur
Adversarial Attacks and Defenses for Speech Recognition Systems. CoRR (2021)
Sonal Joshi, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak
Study of Pre-Processing Defenses Against Adversarial Attacks on State-of-the-Art Speaker Recognition Systems. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Nanxin Chen, Piotr Zelasko, Jesús Villalba, Najim Dehak
Focus on the Present: A Regularization Method for the ASR Source-Target Attention Layer. ICASSP (2021)
Jaejin Cho, Jesús Villalba, Najim Dehak
The JHU submission to VoxSRC-21: Track 3. CoRR (2021)
Raghavendra Pappagari, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak
CopyPaste: An Augmentation Method for Speech Emotion Recognition. ICASSP (2021)
Phani Sankar Nidadavolu, Saurabh Kataria, L. Paola García-Perera, Jesús Villalba, Najim Dehak
Single Channel Far Field Feature Enhancement For Speaker Verification In The Wild. CoRR (2020)
Desh Raj, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur
Frustratingly Easy Noise-aware Training of Acoustic Models. CoRR (2020)
Jaejin Cho, Piotr Zelasko, Jesús Villalba, Shinji Watanabe, Najim Dehak
Learning Speaker Embedding from Text-to-Speech. CoRR (2020)
Nanxin Chen, Piotr Zelasko, Jesús Villalba, Najim Dehak
Focus on the present: a regularization method for the ASR source-target attention layer. CoRR (2020)
Saurabh Kataria, Jesús Villalba, Najim Dehak
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised Models. CoRR (2020)
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, L. Paola García-Perera, Najim Dehak
Feature Enhancement with Deep Feature Losses for Speaker Verification. ICASSP (2020)
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Najim Dehak
Analysis of Deep Feature Loss Based Enhancement for Speaker Verification. Odyssey (2020)
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Najim Dehak
Analysis of Deep Feature Loss based Enhancement for Speaker Verification. CoRR (2020)
Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, L. Paola García-Perera, Najim Dehak
Unsupervised Feature Enhancement for Speaker Verification. ICASSP (2020)
Saurabhchand Bhati, Jesús Villalba, Piotr Zelasko, Najim Dehak
Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery. INTERSPEECH (2020)
Saurabhchand Bhati, Jesús Villalba, Piotr Zelasko, Najim Dehak
Self-Expressing Autoencoders for Unsupervised Spoken Term Discovery. CoRR (2020)
Raghavendra Pappagari, Tianzi Wang, Jesús Villalba, Nanxin Chen, Najim Dehak
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition. CoRR (2020)
Jesús Villalba, Yuekai Zhang, Najim Dehak
x-Vectors Meet Adversarial Attacks: Benchmarking Adversarial Robustness in Speaker Verification. INTERSPEECH (2020)
Yuekai Zhang, Ziyan Jiang, Jesús Villalba, Najim Dehak
Black-Box Attacks on Spoofing Countermeasures Using Transferability of Adversarial Examples. INTERSPEECH (2020)
Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Leibny Paola García-Perera, Fred Richardson, Réda Dehak, Pedro A. Torres-Carrasquillo, Najim Dehak
State-of-the-art speaker recognition with neural network embeddings in NIST SRE18 and Speakers in the Wild evaluations. Comput. Speech Lang. 60 (2020)
Jaejin Cho, Piotr Zelasko, Jesús Villalba, Shinji Watanabe, Najim Dehak
Learning Speaker Embedding from Text-to-Speech. INTERSPEECH (2020)
Raghavendra Pappagari, Jesús Villalba, Piotr Zelasko, Laureano Moro-Velázquez, Najim Dehak
CopyPaste: An Augmentation Method for Speech Emotion Recognition. CoRR (2020)
Raghavendra Pappagari, Tianzi Wang, Jesús Villalba, Nanxin Chen, Najim Dehak
X-Vectors Meet Emotions: A Study On Dependencies Between Emotion and Speaker Recognition. ICASSP (2020)
Leibny Paola García-Perera, Jesús Villalba, Hervé Bredin, Jun Du, Diego Castán, Alejandrina Cristià, Latané Bullock, Ling Guo, Koji Okabe, Phani Sankar Nidadavolu, Saurabh Kataria, Sizhu Chen, Léo Galmant, Marvin Lavechin, Lei Sun, Marie-Philippe Gill, Bar Ben-Yair, Sajjad Abdoli, Xin Wang, Wassim Bouaziz, Hadrien Titeux, Emmanuel Dupoux, Kong Aik Lee, Najim Dehak
Speaker Detection in the Wild: Lessons Learned from JSALT 2019. Odyssey (2020)
Laureano Moro-Velázquez, Jesús Villalba, Najim Dehak
Using X-Vectors to Automatically Detect Parkinson's Disease from Speech. ICASSP (2020)
Nanxin Chen, Shinji Watanabe, Jesús Villalba, Najim Dehak
Listen and Fill in the Missing Letters: Non-Autoregressive Transformer for Speech Recognition. CoRR (2019)
Cheng-I Lai, Nanxin Chen, Jesús Villalba, Najim Dehak
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks. CoRR (2019)
Phani Sankar Nidadavolu, Jesús Villalba, Najim Dehak
Cycle-GANs for Domain Adaptation of Acoustic Features for Speaker Recognition. ICASSP (2019)
Raghavendra Pappagari, Piotr Zelasko, Jesús Villalba, Yishay Carmiel, Najim Dehak
Hierarchical Transformers for Long Document Classification. ASRU (2019)
Saurabhchand Bhati, Chunxi Liu, Jesús Villalba, Jan Trmal, Sanjeev Khudanpur, Najim Dehak
Bottom-Up Unsupervised Word Discovery via Acoustic Units. GlobalSIP (2019)
Jesús Villalba, Nanxin Chen, David Snyder, Daniel Garcia-Romero, Alan McCree, Gregory Sell, Jonas Borgstrom, Fred Richardson, Suwon Shon, François Grondin, Réda Dehak, Leibny Paola García-Perera, Daniel Povey, Pedro A. Torres-Carrasquillo, Sanjeev Khudanpur, Najim Dehak
State-of-the-Art Speaker Recognition for Telephone and Video Speech: The JHU-MIT Submission for NIST SRE18. INTERSPEECH (2019)
Paola García, Jesús Villalba, Hervé Bredin, Jun Du, Diego Castán, Alejandrina Cristià, Latané Bullock, Ling Guo, Koji Okabe, Phani Sankar Nidadavolu, Saurabh Kataria, Sizhu Chen, Léo Galmant, Marvin Lavechin, Lei Sun, Marie-Philippe Gill, Bar Ben-Yair, Sajjad Abdoli, Xin Wang, Wassim Bouaziz, Hadrien Titeux, Emmanuel Dupoux, Kong Aik Lee, Najim Dehak
Speaker detection in the wild: Lessons learned from JSALT 2019. CoRR (2019)
Saurabhchand Bhati, Laureano Moro-Velázquez, Jesús Villalba, Najim Dehak
LSTM Siamese Network for Parkinson's Disease Detection from Speech. GlobalSIP (2019)
Jaejin Cho, Shinji Watanabe, Takaaki Hori, Murali Karthick Baskar, Hirofumi Inaguma, Jesús Villalba, Najim Dehak
Language Model Integration Based on Memory Control for Sequence to Sequence Speech Recognition. ICASSP (2019)
David Snyder, Jesús Villalba, Nanxin Chen, Daniel Povey, Gregory Sell, Najim Dehak, Sanjeev Khudanpur
The JHU Speaker Recognition System for the VOiCES 2019 Challenge. INTERSPEECH (2019)
Laureano Moro-Velázquez, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Jesús Villalba, Jan Rusz, Stefanie Shattuck-Hufnagel, Najim Dehak
A forced gaussians based methodology for the differential evaluation of Parkinson's Disease by means of speech processing. Biomed. Signal Process. Control. 48 (2019)
Phani Sankar Nidadavolu, Vicente Iglesias, Jesús Villalba, Najim Dehak
Investigation on Neural Bandwidth Extension of Telephone Speech for Improved Speaker Recognition. ICASSP (2019)
Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, Najim Dehak
Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-GANs. CoRR (2019)
Raghavendra Pappagari, Piotr Zelasko, Jesús Villalba, Yishay Carmiel, Najim Dehak
Hierarchical Transformers for Long Document Classification. CoRR (2019)
Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, L. Paola García-Perera, Najim Dehak
Unsupervised Feature Enhancement for speaker verification. CoRR (2019)
Cheng-I Lai, Nanxin Chen, Jesús Villalba, Najim Dehak
ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual Networks. INTERSPEECH (2019)
Phani Sankar Nidadavolu, Saurabh Kataria, Jesús Villalba, Najim Dehak
Low-Resource Domain Adaptation for Speaker Recognition Using Cycle-Gans. ASRU (2019)
Nanxin Chen, Jesús Villalba, Najim Dehak
Tied Mixture of Factor Analyzers Layer to Combine Frame Level Representations in Neural Speaker Embeddings. INTERSPEECH (2019)
Saurabh Kataria, Phani Sankar Nidadavolu, Jesús Villalba, Nanxin Chen, Paola García, Najim Dehak
Feature Enhancement with Deep Feature Losses for Speaker Verification. CoRR (2019)
Peter Sibbern Frederiksen, Jesús Villalba, Shinji Watanabe, Zheng-Hua Tan, Najim Dehak
Effectiveness of Single-Channel BLSTM Enhancement for Language Identification. INTERSPEECH (2018)
Gregory Sell, David Snyder, Alan McCree, Daniel Garcia-Romero, Jesús Villalba, Matthew Maciejewski, Vimal Manohar, Najim Dehak, Daniel Povey, Shinji Watanabe, Sanjeev Khudanpur
Diarization is Hard: Some Experiences and Lessons Learned for the JHU Team in the Inaugural DIHARD Challenge. INTERSPEECH (2018)
Phani Sankar Nidadavolu, Cheng-I Lai, Jesús Villalba, Najim Dehak
Investigation on Bandwidth Extension for Speaker Recognition. INTERSPEECH (2018)
Zili Huang, L. Paola García-Perera, Jesús Villalba, Daniel Povey, Najim Dehak
JHU Diarization System Description. IberSPEECH (2018)
Nanxin Chen, Jesús Villalba, Najim Dehak
An Investigation of Non-linear i-vectors for Speaker Verification. INTERSPEECH (2018)
Laureano Moro-Velázquez, Jorge Andrés Gómez García, Juan Ignacio Godino-Llorente, Jesús Villalba, Juan Rafael Orozco-Arroyave, Najim Dehak
Analysis of speaker recognition methodologies and the influence of kinetic changes to automatically detect Parkinson's Disease. Appl. Soft Comput. 62 (2018)
Fred Richardson, Pedro A. Torres-Carrasquillo, Jonas Borgstrom, Douglas E. Sturim, Youngjune Gwon, Jesús Villalba, Jan Trmal, Nanxin Chen, Réda Dehak, Najim Dehak
The MIT Lincoln Laboratory / JHU / EPITA-LSE LRE17 System. Odyssey (2018)
Nanxin Chen, Jesús Villalba, Yishay Carmiel, Najim Dehak
Measuring Uncertainty in Deep Regression Models: The Case of Age Estimation from Speech. ICASSP (2018)
Jaejin Cho, Raghavendra Pappagari, Purva Kulkarni, Jesús Villalba, Yishay Carmiel, Najim Dehak
Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts. INTERSPEECH (2018)
Raghavendra Pappagari, Jesús Villalba, Najim Dehak
Joint Verification-Identification in end-to-end Multi-Scale CNN Framework for Topic Identification. ICASSP (2018)
Jaejin Cho, Shinji Watanabe, Takaaki Hori, Murali Karthick Baskar, Hirofumi Inaguma, Jesús Villalba, Najim Dehak
Language model integration based on memory control for sequence to sequence speech recognition. CoRR (2018)
Pegah Ghahremani, Phani Sankar Nidadavolu, Nanxin Chen, Jesús Villalba, Daniel Povey, Sanjeev Khudanpur, Najim Dehak
End-to-end Deep Neural Network Age Estimation. INTERSPEECH (2018)
Jesús Villalba, Niko Brümmer, Najim Dehak
Tied Variational Autoencoder Backends for i-Vector Speaker Recognition. INTERSPEECH (2017)
Jesús Villalba, Eduardo Lleida
Preventing replay attacks on speaker verification systems. ICCST (2011)