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UAVM: A Unified Model for Audio-Visual Learning


Jul 29, 2022
Yuan Gong, Alexander H. Liu, Andrew Rouditchenko, James Glass


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Developing a Series of AI Challenges for the United States Department of the Air Force


Jul 14, 2022
Vijay Gadepally, Gregory Angelides, Andrei Barbu, Andrew Bowne, Laura J. Brattain, Tamara Broderick, Armando Cabrera, Glenn Carl, Ronisha Carter, Miriam Cha, Emilie Cowen, Jesse Cummings, Bill Freeman, James Glass, Sam Goldberg, Mark Hamilton, Thomas Heldt, Kuan Wei Huang, Phillip Isola, Boris Katz, Jamie Koerner, Yen-Chen Lin, David Mayo, Kyle McAlpin, Taylor Perron, Jean Piou, Hrishikesh M. Rao, Hayley Reynolds, Kaira Samuel, Siddharth Samsi, Morgan Schmidt, Leslie Shing, Olga Simek, Brandon Swenson, Vivienne Sze, Jonathan Taylor, Paul Tylkin, Mark Veillette, Matthew L Weiss, Allan Wollaber, Sophia Yuditskaya, Jeremy Kepner


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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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Vocalsound: A Dataset for Improving Human Vocal Sounds Recognition


May 06, 2022
Yuan Gong, Jin Yu, James Glass

* Accepted at ICASSP 2022. Dataset and code at https://github.com/YuanGongND/vocalsound Interactive Colab demo at https://colab.research.google.com/github/YuanGongND/vocalsound/blob/main/colab/VocalSound.ipynb 

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Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation Assessment


May 06, 2022
Yuan Gong, Ziyi Chen, Iek-Heng Chu, Peng Chang, James Glass

* Accepted at ICASSP 2022. Code at https://github.com/YuanGongND/gopt Interactive Colab demo at https://colab.research.google.com/github/YuanGongND/gopt/blob/master/colab/GOPT_GPU.ipynb . ICASSP 2022 

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DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings


Apr 21, 2022
Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, Yang Zhang, Shiyu Chang, Marin Soljačić, Shang-Wen Li, Wen-tau Yih, Yoon Kim, James Glass

* NAACL 2022 main conference (Long paper). Pretrained models and code are available at https://github.com/voidism/DiffCSE 

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Simple and Effective Unsupervised Speech Synthesis


Apr 20, 2022
Alexander H. Liu, Cheng-I Jeff Lai, Wei-Ning Hsu, Michael Auli, Alexei Baevski, James Glass

* preprint, equal contribution from first two authors 

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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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Controlling the Focus of Pretrained Language Generation Models


Mar 02, 2022
Jiabao Ji, Yoon Kim, James Glass, Tianxing He

* ACL Findings 2022 

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