1.9k citations · 2k across the 12 of their papers we have counts for
3 papers · 1 filter
Generalized Multichannel Variational Autoencoder for Underdetermined Source Separation
Shogo Seki, Hirokazu Kameoka, Li Li +2
This paper deals with a multichannel audio source separation problem under underdetermined conditions. Multichannel Non-negative Matrix Factorization (MNMF) is one of powerful appr…
Back-Translation-Style Data Augmentation for End-to-End ASR
Tomoki Hayashi, Shinji Watanabe, Yu Zhang +4
In this paper we propose a novel data augmentation method for attention-based end-to-end automatic speech recognition (E2E-ASR), utilizing a large amount of text which is not paire…
Multi-Head Decoder for End-to-End Speech Recognition
Tomoki Hayashi, Shinji Watanabe, Tomoki Toda +1
This paper presents a new network architecture called multi-head decoder for end-to-end speech recognition as an extension of a multi-head attention model. In the multi-head attent…