Audio and acoustics

Publication

Streaming end-to-end multi-talker speech recognition

Liang Lu, Naoyuki Kanda, Jinyu Li, Yifan Gong

IEEE Signal Processing Letter | April 2021, Vol 28

Publication

The New Future of Work: Research from Microsoft into the Pandemic’s Impact on Work Practices

Jaime Teevan, Brent Hecht, Sonia Jaffe, Nancy Baym, Rachel Bergmann, Matt Brodsky, Bill Buxton, Jenna Butler, Adam Coleman, Mary Czerwinski, Brian Houck, Ginger Hudson, Shamsi Iqbal, Chandra Maddila, Kate Nowak, Emily Peloquin, Ricardo Reyna Fernandez, Sean Rintel, Abigail Sellen, Tiffany Smith, Margaret-Anne Storey, Siddharth Suri, Hana Wolf, Longqi Yang

MSR-TR-2021-1 | January 2021

Published by Microsoft

Project Project Project

Publication

Exploring End-to-End Multi-channel ASR with Bias Information for Meeting Transcription

Xiaofei Wang, Naoyuki Kanda, Yashesh Gaur, Zhuo Chen, Zhong Meng, Takuya Yoshioka

SLT 2021 | January 2021

Project Project

Publication

Investigation of End-To-End Speaker-Attributed ASR for Continuous Multi-Talker Recordings

Naoyuki Kanda, Xuankai Chang, Yashesh Gaur, Xiaofei Wang, Zhong Meng, Zhuo Chen, Takuya Yoshioka

SLT 2021 | January 2021

Project Project

Publication

Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis

Desh Raj, Pavel Denisov, Zhuo Chen, Hakan Erdogan, Zili Huang, Maokui He, Shinji Watanabe, Jun Du, Takuya Yoshioka, Yi Luo, Naoyuki Kanda, Jinyu Li, Scott Wisdom, John R. Hershey

SLT 2021 | January 2021

Publication

Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition

Zhong Meng, Sarangarajan Parthasarathy, Eric Sun, Yashesh Gaur, Naoyuki Kanda, Liang Lu, Xie Chen, Rui Zhao, Jinyu Li, Yifan Gong

SLT 2021 | January 2021

Publication

Speaker Separation Using Speaker Inventories and Estimated Speech

Peidong Wang, Zhuo Chen, DeLiang Wang, Jinyu Li, Yifan Gong

IEEE Transactions on Audio, Speech, and Language Processing | December 2020, Vol 29: pp. 537-546

Publication

Interactive Speech and Noise Modeling for Speech Enhancement

Chengyu Zheng, Xiulian Peng, Yuan Zhang, Sriram Srinivasan, Yan Lu

AAAI 2021 | December 2020

Dataset Source Code

RespireNet: A Deep Neural Network for Accurate Abnormality Detection in Lung Sounds using Device specific fine-tuning

Auscultation of respiratory sounds is the primary tool for screening and diagnosing lung diseases. Automated analysis, coupled with digital stethoscopes, can play a crucial role in enabling telescreening of fatal lung diseases. Deep neural networks…

GitHub

Project

AI Music

Muzic is a research project on AI music that empowers music understanding and generation with deep learning and artificial intelligence. Muzic is pronounced as [ˈmjuːzeik] and ‘谬贼客’ (in Chinese). Besides the logo in image version…