Audio & acoustics - Microsoft Research

Publication

Sonification Use Cases in Highly Automated Vehicles: Designing and Evaluating Use Cases in Level 4 Automation

Chihab Nadri, Sangjin Ko, Colin Diggs, R. Michael Winters, Sreehari Vattakkand, Myounghoon Jeon

International Journal of Human-Computer Interaction | February 2023, pp. 1-11

Publication

i-Code: An Integrative and Composable Multimodal Learning Framework

Ziyi Yang, Yuwei Fang, Chenguang Zhu, Reid Pryzant, Dongdong Chen, Yu Shi, Yichong Xu, Yao Qian, Mei Gao, Yi-Ling Chen, Liyang Lu, Yujia Xie, Robert Gmyr, Noel Codella, Naoyuki Kanda, Bin Xiao, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang

AAAI 2023 | February 2023

Publication

Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers

Chengyi Wang, Sanyuan Chen, Yu Wu, Ziqiang Zhang, Long Zhou, Shujie Liu, Zhuo Chen, Yanqing Liu, Huaming Wang, Jinyu Li, Lei He, Sheng Zhao, Furu Wei

January 2023

arXiv | January 2023

Project

Microsoft Research Blog

Microsoft Soundscape – New Horizons with a Community-Driven Approach

December 12, 2022

Editor’s note, June 19, 2023 – The date existing installations of the Soundscape iOS app can continue to be used has been extended to Aug. 30, 2023. The article has been updated to reflect that…

Publication

Acoustics as a guide to welding quality

Dimitra Emmanouilidou

The Journal of the Acoustical Society of America | December 2022, Vol 152(4): pp. A142

Publication

SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition

Yichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu

The 37th AAAI Conference on Artificial Intelligence | December 2022

Publication

TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method

Zeqian Ju, Peiling Lu, Xu Tan, Rui Wang, Chen Zhang, Songruoyao Wu, Kejun Zhang, Xiangyang Li, Tao Qin, Tie-Yan Liu

EMNLP 2022 | November 2022

Publication

Self-supervised learning with bi-label masked speech prediction for streaming multi-talker speech recognition

Zili Huang, Zhuo Chen, Naoyuki Kanda, Jian Wu, Yiming Wang, Jinyu Li, Takuya Yoshioka, Xiaofei Wang, Peidong Wang

arXiv:2211.05564 | November 2022

Publication

Speech separation with large-scale self-supervised learning

Zhuo Chen, Naoyuki Kanda, Jian Wu, Yu Wu, Xiaofei Wang, Takuya Yoshioka, Jinyu Li, Sunit Sivasankaran, Sefik Emre Eskimez

arXiv:2211.05172 | November 2022

Publication

Real-Time Target Sound Extraction

Bandhav Veluri, Justin Chan, Malek Itani, Tuochao Chen, Takuya Yoshioka, Shyamnath Gollakota

arXiv:2211.02250 | November 2022

Audio and acoustics