69 citations · 73 across the 4 of their papers we have counts for
8 papers
End-to-end Music-mixed Speech Recognition
Jeongwoo Woo, Masato Mimura, Kazuyoshi Yoshii +1
Automatic speech recognition (ASR) in multimedia content is one of the promising applications, but speech data in this kind of content are frequently mixed with background music, w…
Distilling the Knowledge of BERT for Sequence-to-Sequence ASR
Hayato Futami, Hirofumi Inaguma, Sei Ueno +3
Attention-based sequence-to-sequence (seq2seq) models have achieved promising results in automatic speech recognition (ASR). However, as these models decode in a left-to-right way,…
Enhancing Monotonic Multihead Attention for Streaming ASR
Hirofumi Inaguma, Masato Mimura, Tatsuya Kawahara
We investigate a monotonic multihead attention (MMA) by extending hard monotonic attention to Transformer-based automatic speech recognition (ASR) for online streaming applications…
Generative Adversarial Training Data Adaptation for Very Low-resource Automatic Speech Recognition
Kohei Matsuura, Masato Mimura, Shinsuke Sakai +1
It is important to transcribe and archive speech data of endangered languages for preserving heritages of verbal culture and automatic speech recognition (ASR) is a powerful tool t…
CTC-synchronous Training for Monotonic Attention Model
Hirofumi Inaguma, Masato Mimura, Tatsuya Kawahara
Monotonic chunkwise attention (MoChA) has been studied for the online streaming automatic speech recognition (ASR) based on a sequence-to-sequence framework. In contrast to connect…
Speech Corpus of Ainu Folklore and End-to-end Speech Recognition for Ainu Language
Kohei Matsuura, Sei Ueno, Masato Mimura +2
Ainu is an unwritten language that has been spoken by Ainu people who are one of the ethnic groups in Japan. It is recognized as critically endangered by UNESCO and archiving and d…