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ORCIDSameer Khurana
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2020 – today
- 2024
[c23]Sameer Khurana, Nauman Dawalatabad, Antoine Laurent, Luis Vicente, Pablo Gimeno, Victoria Mingote, James R. Glass:
Cross-Lingual Transfer Learning for Low-Resource Speech Translation. ICASSP Workshops 2024: 670-674- [c22]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: 1016-1020 - [c21]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: 1156-1160 - [c20]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: 11456-11460 - [c19]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: 13296-13300 - [i21]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 abs/2402.17907 (2024) - [i20]Junghyun Koo, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux:
SMITIN: Self-Monitored Inference-Time INtervention for Generative Music Transformers. CoRR abs/2404.02252 (2024) - [i19]Kohei Saijo, Janek Ebbers, François G. Germain, Sameer Khurana, Gordon Wichern, Jonathan Le Roux:
Leveraging Audio-Only Data for Text-Queried Target Sound Extraction. CoRR abs/2409.13152 (2024) - 2023
- [b1]Sameer Khurana:
Transfer Learning For Spoken Language Processing. MIT, USA, 2023 - [j3]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: 1262-1266 (2023) - [c18]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: 1-8 - [c17]Nauman Dawalatabad, Sameer Khurana, Antoine Laurent, James R. Glass:
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration. ICASSP 2023: 1-5 - [c16]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: 2268-2272 - [c15]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: 2798-2802 - [c14]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: 219-226 - [i18]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 abs/2305.12606 (2023) - [i17]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 abs/2306.00789 (2023) - [i16]Yuan Gong, Sameer Khurana, Leonid Karlinsky, James R. Glass:
Whisper-AT: Noise-Robust Automatic Speech Recognizers are Also Strong General Audio Event Taggers. CoRR abs/2307.03183 (2023) - [i15]Victoria Mingote, Pablo Gimeno, Luis Vicente, Sameer Khurana, Antoine Laurent, Jarod Duret:
Direct Text to Speech Translation System using Acoustic Units. CoRR abs/2309.07478 (2023) - [i14]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 abs/2310.10604 (2023) - [i13]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 abs/2310.19644 (2023) - [i12]Zexu Pan, Gordon Wichern, François G. Germain, Sameer Khurana, Jonathan Le Roux:
NeuroHeed+: Improving Neuro-steered Speaker Extraction with Joint Auditory Attention Detection. CoRR abs/2312.07513 (2023) - 2022
- [j2]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): 1493-1504 (2022) - [c13]Nauman Dawalatabad, Yuan Gong, Sameer Khurana, Rhoda Au, James R. Glass:
Detecting Dementia from Long Neuropsychological Interviews. EMNLP (Findings) 2022: 5270-5283 - [c12]Sameer Khurana, Antoine Laurent, James R. Glass:
Magic Dust for Cross-Lingual Adaptation of Monolingual Wav2vec-2.0. ICASSP 2022: 6647-6651 - [i11]Yuan Gong, Sameer Khurana, Andrew Rouditchenko, James R. Glass:
CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification. CoRR abs/2203.06760 (2022) - [i10]Sameer Khurana, Antoine Laurent, James R. Glass:
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation. CoRR abs/2205.08180 (2022) - [i9]Nauman Dawalatabad, Sameer Khurana, Antoine Laurent, James R. Glass:
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model Calibration. CoRR abs/2211.07795 (2022) - 2021
- [c11]Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. ICASSP 2021: 6553-6557 - [c10]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. NeurIPS 2021: 21256-21272 - [i8]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 abs/2106.05933 (2021) - [i7]Sameer Khurana, Antoine Laurent, James R. Glass:
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0. CoRR abs/2110.03560 (2021) - 2020
- [c9]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: 1-7 - [c8]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: 3790-3794 - [i6]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 abs/2005.08520 (2020) - [i5]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 abs/2006.02547 (2020) - [i4]Sameer Khurana, Antoine Laurent, James R. Glass:
CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning. CoRR abs/2006.02814 (2020) - [i3]Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux:
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. CoRR abs/2011.13439 (2020)
2010 – 2019
- 2019
- [c7]Sameer Khurana, Shafiq Rayhan Joty, Ahmed Ali, James R. Glass:
A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech. ICASSP 2019: 6540-6544 - [i2]Sameer Khurana, Ahmed Ali, James R. Glass:
DARTS: Dialectal Arabic Transcription System. CoRR abs/1909.12163 (2019) - 2018
- [j1]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): 2605-2613 (2018) - [c6]Maryam Najafian, Sameer Khurana, Suwon Shon, Ahmed Ali, James R. Glass:
Exploiting Convolutional Neural Networks for Phonotactic Based Dialect Identification. ICASSP 2018: 5174-5178 - 2017
- [c5]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: 61-64 - [c4]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: 116-119 - [c3]Sameer Khurana, Maryam Najafian, Ahmed Ali, Tuka Al Hanai, Yonatan Belinkov, James R. Glass:
QMDIS: QCRI-MIT Advanced Dialect Identification System. INTERSPEECH 2017: 2591-2595 - 2016
- [c2]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: 2934-2938 - [c1]Sameer Khurana, Ahmed M. Ali:
QCRI advanced transcription system (QATS) for the Arabic Multi-Dialect Broadcast media recognition: MGB-2 challenge. SLT 2016: 292-298 - [i1]Sameer Khurana, Ahmed M. Ali, Steve Renals:
Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech. CoRR abs/1609.05650 (2016)
Coauthor Index
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