Audio and acoustics

Publication

End-To-End Generation of Talking Faces from Noisy Speech

Sefik Emre Eskimez, Ross K. Maddox, Chenliang Xu, Zhiyao Duan

ICASSP 2020 – 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | May 2020

Tool

Beluga Sounds

Using machine learning to detect beluga whale calls in hydrophone recordings. Of the five populations of beluga whales in Alaska, the Cook Inlet population is the smallest and has declined by about seventy-five percent since…

GitHub

Publication

Joint Time-Frequency and Time Domain Learning for Speech Enhancement.

Chuanxin Tang, Chong Luo, Zhiyuan Zhao, Wenxuan Xie, Wenjun Zeng

2020 International Joint Conference on Artificial Intelligence | April 2020

Publication

CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings

Shinji Watanabe, Michael Mandel, Jon Barker, Emmanuel Vincent, Ashish Arora, Xuankai Chang, Sanjeev Khudanpur, Vimal Manohar, Daniel Povey, Desh Raj, David Snyder, Aswin Shanmugam Subramanian, Jan Trmal, Bar Ben Yair, Christoph Boeddeker, Zhaoheng Ni, Yusuke Fujita, Shota Horiguchi, Naoyuki Kanda, Takuya Yoshioka, Neville Ryant

arXiv:2004.09249 | April 2020

Publication

Improving Readability for Automatic Speech Recognition Transcription

Junwei Liao, Yu Shi, Sefik Emre Eskimez, Liyang Lu, Ming Gong (YIMING), Linjun Shou (寿林钧), Hong Qu, Michael Zeng

arXiv:2004.04438 | April 2020

Publication

Fast Domain Adaptation For Goal-Oriented Dialogue Using A Hybrid Generative-Retrieval Transformer

Igor Shalyminov, Alessandro Sordoni, Adam Atkinson, Hannes Schulz

2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | April 2020

Access Project

Publication

Continuous speech separation: dataset and analysis

Zhuo Chen, Takuya Yoshioka, Liang Lu, Tianyan Zhou, Zhong Meng, Yi Luo, Jian Wu, Xiong Xiao, Jinyu Li

ICASSP | April 2020

Publication

Multi-Scale Group Transformer for Long Sequence Modeling in Speech Separation

Yucheng Zhao, Chong Luo, Zheng-Jun Zha, Wenjun Zeng

International Joint Conference on Artificial Intelligence | April 2020

Publication

Decoding auditory and tactile attention for use in an EEG-based brain-computer interface

Winko W. An, Hakim Si-Mohammed, Nicholas Huang, Hannes Gamper, Adrian KC Lee, Christian Holz, David Johnston, Mihai Jalobeanu, Dimitra Emmanouilidou, Ed Cutrell, Andrew D. Wilson, Ivan Tashev

International Winter Conference on Brain-Computer Interface | February 2020

Project

Event

Swiss Joint Research Center Workshop 2020

January 29, 2020 – January 30, 2020 | Lausanne, Switzerland

The 7th annual workshop of the Swiss Joint Research Center, a collaborative engagement between Microsoft Research and ETH Zurich and EPFL, took place January 29-30, 2020 at EPFL in Lausanne. Each of the twelve project teams…