Automatic Dialect Detection in Arabic Broadcast Speech. - Ahmed Ali 002; Najim Dehak; Patrick Cardinal; Sameer Khurana; Sree Harsha Yella; James R. Glass; Peter Bell 001; Steve Renals (INTERSPEECH, 2016)

QCRI advanced transcription system (QATS) for the Arabic Multi-Dialect Broadcast media recognition: MGB-2 challenge. - Sameer Khurana; Ahmed M. Ali 002 (SLT, 2016)

Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech. - Sameer Khurana; Ahmed M. Ali 002; Steve Renals (CoRR, 2016)

QCRI Live Speech Translation System. - Fahim Dalvi; Yifan Zhang; Sameer Khurana; Nadir Durrani; Hassan Sajjad 001; Ahmed Abdelali; Hamdy Mubarak; Ahmed M. Ali 002; Stephan Vogel (EACL (Software Demonstrations), 2017)

The SUMMA Platform Prototype. - Renars Liepins; Ulrich Germann; Guntis Barzdins; Alexandra Birch; Steve Renals; Susanne Weber; Peggy van der Kreeft; Hervé Bourlard; João Prieto; Ondrej Klejch; Peter Bell 001; Alexandros Lazaridis; et al. (EACL (Software Demonstrations), 2017)

QMDIS: QCRI-MIT Advanced Dialect Identification System. - Sameer Khurana; Maryam Najafian; Ahmed Ali 002; Tuka Al Hanai; Yonatan Belinkov; James R. Glass (INTERSPEECH, 2017)

Exploiting Convolutional Neural Networks for Phonotactic Based Dialect Identification. - Maryam Najafian; Sameer Khurana; Suwon Shon; Ahmed Ali 002; James R. Glass (ICASSP, 2018)

DeepSol: a deep learning framework for sequence-based protein solubility prediction. - Sameer Khurana; Reda Rawi; Khalid Kunji; Gwo-Yu Chuang; Halima Bensmail; Raghvendra Mall (Bioinform., 2018)

A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech. - Sameer Khurana; Shafiq Rayhan Joty; Ahmed Ali 002; James R. Glass (ICASSP, 2019)

DARTS: Dialectal Arabic Transcription System. - Sameer Khurana; Ahmed Ali 002; James R. Glass (CoRR, 2019)

Robust Training of Vector Quantized Bottleneck Models. - Adrian Lancucki; Jan Chorowski; Guillaume Sanchez; Ricard Marxer; Nanxin Chen; Hans J. G. A. Dolfing; Sameer Khurana; Tanel Alumäe; Antoine Laurent (IJCNN, 2020)

A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. - Sameer Khurana; Antoine Laurent; Wei-Ning Hsu; Jan Chorowski; Adrian Lancucki; Ricard Marxer; James R. Glass (INTERSPEECH, 2020)

CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning. - Sameer Khurana; Antoine Laurent; James R. Glass (CoRR, 2020)

Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. - Sameer Khurana; Niko Moritz; Takaaki Hori; Jonathan Le Roux (ICASSP, 2021)

PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition. - Cheng-I Jeff Lai; Yang Zhang 001; Alexander H. Liu; Shiyu Chang; Yi-Lun Liao; Yung-Sung Chuang; Kaizhi Qian; Sameer Khurana; David D. Cox; James R. Glass (NeurIPS, 2021)

Detecting Dementia from Long Neuropsychological Interviews. - Nauman Dawalatabad; Yuan Gong 001; Sameer Khurana; Rhoda Au; James R. Glass (EMNLP (Findings), 2022)

Magic Dust for Cross-Lingual Adaptation of Monolingual Wav2vec-2.0. - Sameer Khurana; Antoine Laurent; James R. Glass (ICASSP, 2022)

CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification. - Yuan Gong 001; Sameer Khurana; Andrew Rouditchenko; James R. Glass (CoRR, 2022)

SAMU-XLSR: Semantically-Aligned Multimodal Utterance-Level Cross-Lingual Speech Representation. - Sameer Khurana; Antoine Laurent; James R. Glass (IEEE J. Sel. Top. Signal Process., 2022)

Scenario-Aware Audio-Visual TF-Gridnet for Target Speech Extraction. - Zexu Pan; Gordon Wichern; Yoshiki Masuyama; François G. Germain; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ASRU, 2023)

On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration. - Nauman Dawalatabad; Sameer Khurana; Antoine Laurent; James R. Glass (ICASSP, 2023)

Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers. - Yuan Gong 001; Sameer Khurana; Leonid Karlinsky; James R. Glass (INTERSPEECH, 2023)

Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages. - Andrew Rouditchenko; Sameer Khurana; Samuel Thomas 001; Rogério Feris; Leonid Karlinsky; Hilde Kuehne; David Harwath; Brian Kingsbury; James R. Glass (INTERSPEECH, 2023)

ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks. - Antoine Laurent; Souhir Gahbiche; Ha Nguyen; Haroun Elleuch; Fethi Bougares; Antoine Thiol; Hugo Riguidel; Salima Mdhaffar; Gaëlle Laperrière; Lucas Maison; Sameer Khurana; Yannick Estève (IWSLT@ACL, 2023)

Improved Cross-Lingual Transfer Learning For Automatic Speech Translation. - Sameer Khurana; Nauman Dawalatabad; Antoine Laurent; Luis Vicente; Pablo Gimeno; Victoria Mingote; James R. Glass (CoRR, 2023)

Direct Text to Speech Translation System Using Acoustic Units. - Victoria Mingote; Pablo Gimeno; Luis Vicente; Sameer Khurana; Antoine Laurent; Jarod Duret (IEEE Signal Process. Lett., 2023)

Transfer Learning For Spoken Language Processing - Sameer Khurana (2023)

Generation or Replication: Auscultating Audio Latent Diffusion Models. - Dimitrios Bralios; Gordon Wichern; François G. Germain; Zexu Pan; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ICASSP, 2024)

WI-FI based Indoor Monitoring Enhanced by Multimodal Fusion. - Chiori Hori; Pu Wang 004; Mahbub Rahman; Cristian J. Vaca-Rubio; Sameer Khurana; Anoop Cherian; Jonathan Le Roux (ICASSP, 2024)

Cross-Lingual Transfer Learning for Low-Resource Speech Translation. - Sameer Khurana; Nauman Dawalatabad; Antoine Laurent; Luis Vicente; Pablo Gimeno; Victoria Mingote; James R. Glass (ICASSP Workshops, 2024)

NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization. - Yoshiki Masuyama; Gordon Wichern; François G. Germain; Zexu Pan; Sameer Khurana; Chiori Hori; Jonathan Le Roux (ICASSP, 2024)

NeuroHeed+: Improving Neuro-Steered Speaker Extraction with Joint Auditory Attention Detection. - Zexu Pan; Gordon Wichern; François G. Germain; Sameer Khurana; Jonathan Le Roux (ICASSP, 2024)

ZeroST: Zero-Shot Speech Translation. - Sameer Khurana; Chiori Hori; Antoine Laurent; Gordon Wichern; Jonathan Le Roux (INTERSPEECH, 2024)

SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. - Junghyun Koo; Gordon Wichern; François G. Germain; Sameer Khurana; Jonathan Le Roux (CoRR, 2024)

Interactive Robot Action Replanning using Multimodal LLM Trained from Human Demonstration Videos. - Chiori Hori; Motonari Kambara; Komei Sugiura; Kei Ota; Sameer Khurana; Siddarth Jain; Radu Corcodel; Devesh K. Jha; Diego Romeres; Jonathan Le Roux (ICASSP, 2025)

Leveraging Audio-Only Data for Text-Queried Target Sound Extraction. - Kohei Saijo; Janek Ebbers; François G. Germain; Sameer Khurana; Gordon Wichern; Jonathan Le Roux (ICASSP, 2025)

Text-Speech Language Models with Improved Cross-Modal Transfer by Aligning Abstraction Levels. - Santiago Cuervo; Adel Moumen; Yanis Labrak; Sameer Khurana; Antoine Laurent; Mickael Rouvier; Ricard Marxer (CoRR, 2025)

HASRD: Hierarchical Acoustic and Semantic Representation Disentanglement. - Amir Hussein; Sameer Khurana; Gordon Wichern; François G. Germain; Jonathan Le Roux (CoRR, 2025)

Aligning Multimodal Representations through an Information Bottleneck. - Antonio Almudévar; José Miguel Hernández-Lobato; Sameer Khurana; Ricard Marxer; Alfonso Ortega 001 (CoRR, 2025)

Factorized RVQ-GAN For Disentangled Speech Tokenization. - Sameer Khurana; Dominik Klement; Antoine Laurent; Dominik Bobos; Juraj Novosad; Peter Gazdik; Ellen Zhang; Zili Huang; Amir Hussein; Ricard Marxer; Yoshiki Masuyama; Ryo Aihara; et al. (CoRR, 2025)