Audio and acoustics

Video

Lightning talks: Gaming and Entertainment: Content creation at scale

November 16, 2021 | Nikunj Raghuvanshi, CJ Williams, Kate Rayner, Aaron McLeran

As the Gaming and Entertainment industry has grown to encompass a global consumer base, digital content creators face mounting challenges in scaling to meet consumer demand. A new opportunity is emerging to provide artists, designers,…

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Publication

A Review of Speaker Diarization: Recent Advances with Deep Learning

Tae Jin Park, Naoyuki Kanda, Dimitrios Dimitriadis, Kyu J. Han, Shinji Watanabe, Shrikanth Narayanan

Computer Speech & Language | November 2021, Vol 72

Publication

Novel Auditory Displays in Highly Automated Vehicles: Sonification Improves Driver Situation Awareness, Perceived Workload, and Overall Experience

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

Proceedings of the Human Factors and Ergonomics Society Annual Meeting | November 2021

Publication

RespireNet: A Deep Neural Network for Accurately Detecting Abnormal Lung Sounds in Limited Data Setting

Siddhartha Gairola, Francis Tom, Nipun Kwatra, Mohit Jain

IEEE International Engineering in Medicine and Biology Conference (EMBC) | October 2021

Project

Publication

Optimizing Alignment of Speech and Language Latent Spaces for End-to-End Speech Recognition and Understanding

Wei Wang, Shuo Ren, Yao Qian, Shujie Liu, Yu Shi, Yanmin Qian, Michael Zeng

ICASSP 2022 | October 2021

Publication

An Approach to Mispronunciation Detection and Diagnosis with Acoustic, Phonetic and Linguistic (APL) Embeddings

Wenxuan Ye, Shaoguang Mao, Frank Soong, Wenshan Wu, Yan Xia, Jonathan Tien, Zhiyong Wu

ICASSP 2022 | October 2021

Group

Speech Research Team

The Speech Research Team is part of the Azure Cognitive Services Research (CSR) group and is responsible for fundamental advances in audio, speech, and spoken language processing technologies.

Publication

MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech

Szu-Wei Fu, Cheng Yu, Kuo-Hsuan Hung, Mirco Ravanelli, Yu Tsao

ICASSP 2022 | October 2021

Publication

Large-scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification

Zhengyang Chen, Sanyuan Chen, Yu Wu, Yao Qian, Chengyi Wang, Shujie Liu, Yanmin Qian, Michael Zeng

ICASSP 2022 | October 2021

Publication

Multi-View Self-Attention Based Transformer for Speaker Recognition

Rui Wang, Junyi Ao, Long Zhou, Shujie Liu, Zhihua Wei, Tom Ko, Qing Li, Yu Zhang

ICASSP 2022 | October 2021