Peter Wu ML @ BAIR Google Scholar Email: peterw1 [at] berkeley (dot) edu

About me

I'm a CS PhD student at Berkeley (BAIR).

Previously, I was a student at Carnegie Mellon (BSCS, MSML) advised by Alan Black, Louis-Philippe Morency, and Shinji Watanabe.

My current research interests center on machine learning and socially impactful applications.

Research

• Deep Speech Synthesis from Articulatory Representations
  Peter Wu, Shinji Watanabe, Louis Goldstein, Alan W Black, Gopala K. Anumanchipalli.
  Interspeech, 2022.
  [Code]
  

• ESPnet2-TTS: Extending the Edge of TTS Research
  Tomoki Hayashi, Ryuichi Yamamoto, Takenori Yoshimura, Peter Wu, Jiatong Shi, Takaaki Saeki, Yooncheol Ju, Yusuke Yasuda, Shinnosuke Takamichi, Shinji Watanabe.
  Under submission, 2022.
  [Code]
  

• PACS: A Dataset for Physical Audiovisual CommonSense Reasoning
  Samuel Yu, Peter Wu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency.
  ECCV, 2022.
  [Code]
  

• Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks
  Peter Wu, Paul Pu Liang, Jiatong Shi, Ruslan Salakhutdinov, Shinji Watanabe, Louis-Philippe Morency.
  APSIPA, 2021.
  [Code]
  

• Cross-lingual Transfer for Speech Processing using Acoustic Language Similarity
  Peter Wu, Jiatong Shi, Yifan Zhong, Shinji Watanabe, Alan W Black.
  ASRU, 2021.
  [Code]
  

• MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
  Paul Pu Liang, Yiwei Lyu, Xiang Fan, Zetian Wu, Yun Cheng, Jason Wu, Leslie Chen, Peter Wu, Michelle A. Lee, Yuke Zhu, Ruslan Salakhutdinov, Louis-Philippe Morency.
  NeurIPS, 2021.
  [Code]
  

• Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment
  Paul Pu Liang*, Peter Wu*, Liu Ziyin, Louis-Philippe Morency, Ruslan Salakhutdinov.
  ACM Multimedia, 2021.
  [Code]
  

• Ordinal Triplet Loss: Investigating Sleepiness Detection from Speech
  Peter Wu, Sai Krishna Rallabandi, Alan Black, Eric Nyberg
  Interspeech, 2019.
  [Code]
  

• LEAF: A Benchmark for Federated Settings
  Sebastian Caldas, Sai Meher Karthik Duddu, Peter Wu, Tian Li, Jakub Konečný, H. Brendan McMahan, Virginia Smith, Ameet Talwalkar
  NeurIPs Workshop, 2019.
  [Code] [Website]
  

• Submission from CMU for Blizzard Challenge 2018
  Sai Krishna Rallabandi, Pallavi Baljekar, Peter Wu, Evangelia Spiliopoulou and Alan W Black
  Interspeech Workshop, 2018.
  

Misc

Outside of school, I've spent time at Cresta, Telling.ai, and Kintsugi.