Unsupervised training of neural mask-based beamforming

v1v2 (latest)

Unsupervised training of neural mask-based beamforming

2 April 2019

Reinhold Häb-Umbach

ArXiv (abs)PDF HTML

Papers citing "Unsupervised training of neural mask-based beamforming"

8 / 8 papers shown

Title
ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior Zhongweiyang Xu Xulin Fan Zhong-Qiu Wang Xilin Jiang Romit Roy Choudhury DiffM 169 0 0 08 May 2025
Can all variations within the unified mask-based beamformer framework achieve identical peak extraction performance? Atsuo Hiroe Katsutoshi Itoyama Kazuhiro Nakadai 104 0 0 22 Jul 2024
Is the Ideal Ratio Mask Really the Best? -- Exploring the Best Extraction Performance and Optimal Mask of Mask-based Beamformers Atsuo Hiroe Katsutoshi Itoyama Kazuhiro Nakadai 51 1 0 21 Sep 2023
ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization M. Gaudesi F. Weninger D. Sharma P. Zhan AAML 71 1 0 23 Sep 2021
End-to-End Multi-Channel Transformer for Speech Recognition Feng-Ju Chang Martin H. Radfar Athanasios Mouchtaris Brian King Siegfried Kunzmann ViT 76 34 0 08 Feb 2021
Self-supervised Neural Audio-Visual Sound Source Localization via Probabilistic Spatial Modeling Yoshiki Masuyama Yoshiaki Bando Kohei Yatabe Y. Sasaki Masaki Onishi Yasuhiro Oikawa SSL 93 14 0 28 Jul 2020
Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Yoshiaki Bando Y. Sasaki Kazuyoshi Yoshii BDL 52 9 0 29 Aug 2019
A Style Transfer Approach to Source Separation Shrikant Venkataramani Efthymios Tzinis Paris Smaragdis OOD DRL 44 6 0 01 May 2019