Audio and acoustics

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

Publication

Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation with E3Net

Sefik Emre Eskimez, Takuya Yoshioka, Alex Ju, Min tang, Tanel Parnamaa, Huaming Wang

November 2022

Submitted to ICASSP 2023

Publication

Breaking trade-offs in speech separation with sparsely-gated mixture of experts

Xiaofei Wang, Zhuo Chen, Yu Shi, Jian Wu, Naoyuki Kanda, Takuya Yoshioka

arXiv:2211.06493 | November 2022

Publication

Breaking the trade-off in personalized speech enhancement with cross-task knowledge distillation

Hassan Taherian, Sefik Emre Eskimez, Takuya Yoshioka

November 2022

Submitted to ICASSP 2023

Publication

Simulating realistic speech overlaps improves multi-talker ASR

Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka

arXiv:2210.15715 | October 2022

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Publication

Spatial audio signal processing for binaural reproduction of recorded acoustic scenes – review and challenges

Boaz Rafaely, Vladimir Tourbabin, Emanuel Habets, Zamir Ben-Hur, Hyunkook Lee, Hannes Gamper, Lior Arbel, Lachlan Birnie, Thushara Abhayapala, Prasanga Samarasinghe

Acta Acustica | October 2022, Vol 6

Project

Publication

SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training

Ziqiang Zhang, Long Zhou, Junyi Ao, Shujie Liu, Lirong Dai, Jinyu Li, Furu Wei

EMNLP 2022 | October 2022