Sameer Khurana

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 45

Top Topics

Speech Recognizer

Vector Quantized

Diffusion Models

Convolutional Neural Networks

Top Venues

EACL (Software Demonstrations)

Publications

Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. CoRR (2024)
Chiori Hori, Pu Wang, Mahbub Rahman, Cristian J. Vaca-Rubio, Sameer Khurana, Anoop Cherian, Jonathan Le Roux
WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion. ICASSP (2024)
Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Generation or Replication: Auscultating Audio Latent Diffusion Models. ICASSP (2024)
Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. ICASSP (2024)
Junghyun Koo, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. CoRR (2024)
Yoshiki Masuyama, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. ICASSP (2024)
Antoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève
ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks. IWSLT@ACL (2023)
Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux
NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection. CoRR (2023)
Dimitrios Bralios, Gordon Wichern, François G. Germain, Zexu Pan, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Generation or Replication: Auscultating Audio Latent Diffusion Models. CoRR (2023)
Victoria Mingote, Pablo Gimeno, Luis Vicente, Sameer Khurana, Antoine Laurent, Jarod Duret
Direct Text to Speech Translation System using Acoustic Units. CoRR (2023)
Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Scenario-Aware Audio-Visual TF-GridNet for Target Speech Extraction. CoRR (2023)
Sameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James R. Glass
Improved Cross-Lingual Transfer Learning For Automatic Speech Translation. CoRR (2023)
Victoria Mingote, Pablo Gimeno, Luis Vicente, Sameer Khurana, Antoine Laurent, Jarod Duret
Direct Text to Speech Translation System Using Acoustic Units. IEEE Signal Process. Lett. 30 (2023)
Yuan Gong, Sameer Khurana, Leonid Karlinsky, James R. Glass
Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers. INTERSPEECH (2023)
Andrew Rouditchenko, Sameer Khurana, Samuel Thomas, Rogério Feris, Leonid Karlinsky, Hilde Kuehne, David Harwath, Brian Kingsbury, James R. Glass
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages. CoRR (2023)
Yuan Gong, Sameer Khurana, Leonid Karlinsky, James R. Glass
Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers. CoRR (2023)
Zexu Pan, Gordon Wichern, Yoshiki Masuyama, François G. Germain, Sameer Khurana, Chiori Hori, Jonathan Le Roux
Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. ASRU (2023)
Andrew Rouditchenko, Sameer Khurana, Samuel Thomas, Rogério Feris, Leonid Karlinsky, Hilde Kuehne, David Harwath, Brian Kingsbury, James R. Glass
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages. INTERSPEECH (2023)
Nauman Dawalatabad, Sameer Khurana, Antoine Laurent, James R. Glass
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration. ICASSP (2023)
Sameer Khurana, Antoine Laurent, James R. Glass
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation. CoRR (2022)
Sameer Khurana, Antoine Laurent, James R. Glass
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-Level Cross-Lingual Speech Representation. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Sameer Khurana, Antoine Laurent, James R. Glass
Magic Dust for Cross-Lingual Adaptation of Monolingual Wav2vec-2.0. ICASSP (2022)
Yuan Gong, Sameer Khurana, Andrew Rouditchenko, James R. Glass
CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification. CoRR (2022)
Nauman Dawalatabad, Yuan Gong, Sameer Khurana, Rhoda Au, James R. Glass
Detecting Dementia from Long Neuropsychological Interviews. EMNLP (Findings) (2022)
Nauman Dawalatabad, Sameer Khurana, Antoine Laurent, James R. Glass
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration. CoRR (2022)
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, Jim Glass
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. NeurIPS (2021)
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. ICASSP (2021)
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David D. Cox, James R. Glass
PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. CoRR (2021)
Sameer Khurana, Antoine Laurent, James R. Glass
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0. CoRR (2021)
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. CoRR (2020)
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. CoRR (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. IJCNN (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. CoRR (2020)
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. INTERSPEECH (2020)
Sameer Khurana, Antoine Laurent, James R. Glass
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning. CoRR (2020)
Sameer Khurana, Ahmed Ali, James R. Glass
DARTS: Dialectal Arabic Transcription System. CoRR (2019)
Sameer Khurana, Shafiq Rayhan Joty, Ahmed Ali, James R. Glass
A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech. ICASSP (2019)
Maryam Najafian, Sameer Khurana, Suwon Shon, Ahmed Ali, James R. Glass
Exploiting Convolutional Neural Networks for Phonotactic Based Dialect Identification. ICASSP (2018)
Sameer Khurana, Reda Rawi, Khalid Kunji, Gwo-Yu Chuang, Halima Bensmail, Raghvendra Mall
DeepSol: a deep learning framework for sequence-based protein solubility prediction. Bioinform. 34 (15) (2018)
Fahim Dalvi, Yifan Zhang, Sameer Khurana, Nadir Durrani, Hassan Sajjad, Ahmed Abdelali, Hamdy Mubarak, Ahmed M. Ali, Stephan Vogel
QCRI Live Speech Translation System. EACL (Software Demonstrations) (2017)
Sameer Khurana, Maryam Najafian, Ahmed Ali, Tuka Al Hanai, Yonatan Belinkov, James R. Glass
QMDIS: QCRI-MIT Advanced Dialect Identification System. INTERSPEECH (2017)
Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastião Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell
The SUMMA Platform Prototype. EACL (Software Demonstrations) (2017)
Sameer Khurana, Ahmed M. Ali
QCRI advanced transcription system (QATS) for the Arabic Multi-Dialect Broadcast media recognition: MGB-2 challenge. SLT (2016)
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James R. Glass, Peter Bell, Steve Renals
Automatic Dialect Detection in Arabic Broadcast Speech. INTERSPEECH (2016)
Sameer Khurana, Ahmed M. Ali, Steve Renals
Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech. CoRR (2016)