Resource-Efficient Separation Transformer

Resource-Efficient Separation Transformer

19 June 2022

Luca Della Libera

Mirco Ravanelli

Samuele Cornell

Frédéric Lepoutre

François Grondin

Papers citing "Resource-Efficient Separation Transformer"

10 / 10 papers shown

Title
Target conversation extraction: Source separation using turn-taking dynamics Tuochao Chen Qirui Wang Bohan Wu Malek Itani Sefik Emre Eskimez Takuya Yoshioka Shyamnath Gollakota 22 4 0 15 Jul 2024
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning Brandon Colelough Andrew Zheng 24 1 0 30 May 2024
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 42 47 0 21 Mar 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation William Ravenscroft Stefan Goetze Thomas Hain 30 11 0 27 Oct 2022
SepIt: Approaching a Single Channel Speech Separation Bound Shahar Lutati Eliya Nachmani Lior Wolf VLM 43 27 0 24 May 2022
Exploring Self-Attention Mechanisms for Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin Mirko Bronzi 34 23 0 06 Feb 2022
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 62 280 0 28 Jul 2020
Introducing the VoicePrivacy Initiative N. Tomashenko B. M. L. Srivastava Xin Wang Emmanuel Vincent A. Nautsch ... Nicholas W. D. Evans J. Patino J. Bonastre Paul-Gauthier Noé Massimiliano Todisco 28 127 0 04 May 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 245 1,821 0 17 Sep 2019