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Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation


Jul 16, 2022
Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke, Roland Maas

* Accepted for publication at Interspeech 2022 

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VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition


Feb 22, 2022
Jinhan Wang, Xiaosu Tong, Jinxi Guo, Di He, Roland Maas


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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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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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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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REDAT: Accent-Invariant Representation for End-to-End ASR by Domain Adversarial Training with Relabeling


Dec 14, 2020
Hu Hu, Xuesong Yang, Zeynab Raeesy, Jinxi Guo, Gokce Keskin, Harish Arsikere, Ariya Rastrow, Andreas Stolcke, Roland Maas

* Submitted in 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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