Audio and acoustics

Publication

Predicting Word Error Rate for Reverberant Speech

Hannes Gamper, Dimitra Emmanouilidou, Sebastian Braun, Ivan Tashev

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

Project

Publication

Supervised Deep Hashing for Efficient Audio Event Retrieval

Arindam Jati, Dimitra Emmanouilidou

2020 International Conference on Acoustics, Speech, and Signal Processing | May 2020

Video Project

Publication

XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System

Peiling Lu, Jie Wu, Jian Luan, Xu Tan, Li Zhou

May 2020

Publication

Fast acoustic scattering using convolutional neural networks

Ziqi Fan, Vibhav Vineet, Hannes Gamper, Nikunj Raghuvanshi

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

Project

Publication

Weighted Speech Distortion Losses for Neural-Network-Based Real-Time Speech Enhancement

Yangyang Xia, Sebastian Braun, Chandan K. A. Reddy, Harishchandra Dubey, Ross Cutler, Ivan Tashev

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

Project

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 Project Project Project

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

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