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SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation


May 17, 2022
Sameer Khurana, Antoine Laurent, James Glass


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CMKD: CNN/Transformer-Based Cross-Model Knowledge Distillation for Audio Classification


Mar 13, 2022
Yuan Gong, Sameer Khurana, Andrew Rouditchenko, James Glass


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Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0


Oct 07, 2021
Sameer Khurana, Antoine Laurent, James Glass


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PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition


Jun 10, 2021
Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, James Glass


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Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training


Nov 26, 2020
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux

* Submitted to ICASSP 2021 

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CSTNet: Contrastive Speech Translation Network for Self-Supervised Speech Representation Learning


Jun 04, 2020
Sameer Khurana, Antoine Laurent, James Glass

* submitted to INTERSPEECH 

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A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning


Jun 03, 2020
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James Glass

* Submitted to Interspeech 2020 

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Robust Training of Vector Quantized Bottleneck Models


May 18, 2020
Adrian Łańcucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent

* Published at IJCNN 2020 

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DARTS: Dialectal Arabic Transcription System


Sep 26, 2019
Sameer Khurana, Ahmed Ali, James Glass


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Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech


Sep 19, 2016
Sameer Khurana, Ahmed Ali, Steve Renals


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