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Do You Listen with One or Two Microphones? A Unified ASR Model for Single and Multi-Channel Audio

Jun 28, 2021
Gokce Keskin, Minhua Wu, Brian King, Harish Mallidi, Yang Gao, Jasha Droppo, Ariya Rastrow, Roland Maas

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SynthASR: Unlocking Synthetic Data for Speech Recognition

Jun 14, 2021
Amin Fazel, Wei Yang, Yulan Liu, Roberto Barra-Chicote, Yixiong Meng, Roland Maas, Jasha Droppo

* Accepted to Interspeech 2021 

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CoDERT: Distilling Encoder Representations with Co-learning for Transducer-based Speech Recognition

Jun 14, 2021
Rupak Vignesh Swaminathan, Brian King, Grant P. Strimel, Jasha Droppo, Athanasios Mouchtaris

* Accepted at InterSpeech 2021 

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Scaling Laws for Acoustic Models

Jun 11, 2021
Jasha Droppo, Oguz Elibol

* Submitted to Interspeech 2021 

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Improving multi-speaker TTS prosody variance with a residual encoder and normalizing flows

Jun 10, 2021
Iván Vallés-Pérez, Julian Roth, Grzegorz Beringer, Roberto Barra-Chicote, Jasha Droppo

* in Proceedings of Interspeech 2021 conference 

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Attention-based Neural Beamforming Layers for Multi-channel Speech Recognition

May 14, 2021
Bhargav Pulugundla, Yang Gao, Brian King, Gokce Keskin, Harish Mallidi, Minhua Wu, Jasha Droppo, Roland Maas

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Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End

May 14, 2021
Swayambhu Nath Ray, Minhua Wu, Anirudh Raju, Pegah Ghahremani, Raghavendra Bilgi, Milind Rao, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Jasha Droppo

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Wav2vec-C: A Self-supervised Model for Speech Representation Learning

Mar 09, 2021
Samik Sadhu, Di He, Che-Wei Huang, Sri Harish Mallidi, Minhua Wu, Ariya Rastrow, Andreas Stolcke, Jasha Droppo, Roland Maas

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Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding

Feb 12, 2021
Milind Rao, Pranav Dheram, Gautam Tiwari, Anirudh Raju, Jasha Droppo, Ariya Rastrow, Andreas Stolcke

* Proc. IEEE ICASSP 2021 

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Detection of Lexical Stress Errors in Non-native (L2) English with Data Augmentation and Attention

Dec 29, 2020
Daniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski, Grzegorz Beringer, Jaime Lorenzo-Trueba, Alicja Serafinowicz, Jasha Droppo, Thomas Drugman, Bozena Kostek

* Submitted to ICASSP 2021 

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Efficient minimum word error rate training of RNN-Transducer for end-to-end speech recognition

Jul 27, 2020
Jinxi Guo, Gautam Tiwari, Jasha Droppo, Maarten Van Segbroeck, Che-Wei Huang, Andreas Stolcke, Roland Maas

* Accepted to Interspeech 2020 

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Acoustic-To-Word Model Without OOV

Nov 28, 2017
Jinyu Li, Guoli Ye, Rui Zhao, Jasha Droppo, Yifan Gong

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Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition

Oct 20, 2017
Zhehuai Chen, Jasha Droppo, Jinyu Li, Wayne Xiong

* IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26 (2018) 184-196 
* submitted to TASLP, 07/20/2017; accepted by TASLP, 10/13/2017 

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Comparing Human and Machine Errors in Conversational Speech Transcription

Aug 29, 2017
Andreas Stolcke, Jasha Droppo

* Proc. Interspeech 2017, pp. 137-141 

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On Training Bi-directional Neural Network Language Model with Noise Contrastive Estimation

Feb 25, 2016
Tianxing He, Yu Zhang, Jasha Droppo, Kai Yu

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