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Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages


May 02, 2022
Felix Wu, Kwangyoun Kim, Shinji Watanabe, Kyu Han, Ryan McDonald, Kilian Q. Weinberger, Yoav Artzi

* Code available at https://github.com/asappresearch/wav2seq 

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On the Use of External Data for Spoken Named Entity Recognition


Dec 14, 2021
Ankita Pasad, Felix Wu, Suwon Shon, Karen Livescu, Kyu J. Han


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SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech


Nov 19, 2021
Suwon Shon, Ankita Pasad, Felix Wu, Pablo Brusco, Yoav Artzi, Karen Livescu, Kyu J. Han

* Toolkit link https://github.com/asappresearch/slue-toolkit 

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Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition


Sep 14, 2021
Felix Wu, Kwangyoun Kim, Jing Pan, Kyu Han, Kilian Q. Weinberger, Yoav Artzi

* Code available at https://github.com/asappresearch/sew 

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Multi-mode Transformer Transducer with Stochastic Future Context


Jun 17, 2021
Kwangyoun Kim, Felix Wu, Prashant Sridhar, Kyu J. Han, Shinji Watanabe

* Accepted to Interspeech 2021 

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Making Paper Reviewing Robust to Bid Manipulation Attacks


Feb 22, 2021
Ruihan Wu, Chuan Guo, Felix Wu, Rahul Kidambi, Laurens van der Maaten, Kilian Q. Weinberger


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Revisiting Few-sample BERT Fine-tuning


Jul 02, 2020
Tianyi Zhang, Felix Wu, Arzoo Katiyar, Kilian Q. Weinberger, Yoav Artzi

* Code available at https://github.com/asappresearch/revisit-bert-finetuning 

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Attention-based Quantum Tomography


Jun 22, 2020
Peter Cha, Paul Ginsparg, Felix Wu, Juan Carrasquilla, Peter L. McMahon, Eun-Ah Kim


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