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Shota Horiguchi
Shota Horiguchi
NTT Corporation
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CHiME-6 Challenge: Tackling Multispeaker Speech Recognition for Unsegmented Recordings
S Watanabe, M Mandel, J Barker, E Vincent, A Arora, X Chang, ...
6th International Workshop on Speech Processing in Everyday Environments …, 2020
2872020
End-to-End Neural Speaker Diarization with Self-attention
Y Fujita, N Kanda, S Horiguchi, Y Xue, K Nagamatsu, S Watanabe
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 296-303, 2019
2302019
End-to-End Neural Speaker Diarization with Permutation-Free Objectives
Y Fujita, N Kanda, S Horiguchi, K Nagamatsu, S Watanabe
INTERSPEECH, 4300–4304, 2019
2232019
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors
S Horiguchi, Y Fujita, S Watanabe, Y Xue, K Nagamatsu
INTERSPEECH, 269-273, 2020
1652020
Personalized Classifier for Food Image Recognition
S Horiguchi, S Amano, M Ogawa, K Aizawa
IEEE Transactions on Multimedia 20 (10), 2836-2848, 2018
942018
Significance of Softmax-based Features in Comparison to Distance Metric Learning-based Features
S Horiguchi, D Ikami, K Aizawa
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (5), 1279-1285, 2020
91*2020
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR
N Kanda, C Boeddeker, J Heitkaemper, Y Fujita, S Horiguchi, ...
INTERSPEECH, 1248-1252, 2019
712019
The Hitachi/JHU CHiME-5 system: Advances in speech recognition for everyday home environments using multiple microphone arrays
N Kanda, R Ikeshita, S Horiguchi, Y Fujita, K Nagamatsu, X Wang, ...
The 5th International Workshop on Speech Processing in Everyday Environments …, 2018
532018
Encoder-decoder based attractors for end-to-end neural diarization
S Horiguchi, Y Fujita, S Watanabe, Y Xue, P Garcia
IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 1493-1507, 2022
46*2022
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-Label Classification
Y Fujita, S Watanabe, S Horiguchi, Y Xue, K Nagamatsu
arXiv preprint arXiv:2003.02966, 2020
462020
Omnidirectional Pedestrian Detection by Rotation Invariant Training
M Tamura, S Horiguchi, T Murakami
IEEE Winter Conference on Applications of Computer Vision (WACV), 1989-1998, 2019
462019
Face-Voice Matching using Cross-modal Embeddings
S Horiguchi, N Kanda, K Nagamatsu
ACM International Conference on Multimedia (ACMMM), 1011-1019, 2018
442018
Online End-to-End Neural Diarization with Speaker-Tracing Buffer
Y Xue, S Horiguchi, Y Fujita, S Watanabe, P García, K Nagamatsu
IEEE Spoken Language Technology Workshop (SLT), 841-848, 2021
432021
Acoustic Modeling for Distant Multi-talker Speech Recognition with Single- and Multi-channel Branches
N Kanda, Y Fujita, S Horiguchi, R Ikeshita, K Nagamatsu, S Watanabe
IEEE International Conference on Acoustics, Speech, and Signal Processing …, 2019
432019
Neural Speaker Diarization with Speaker-Wise Chain Rule
Y Fujita, S Watanabe, S Horiguchi, Y Xue, J Shi, K Nagamatsu
arXiv preprint arXiv:2006.01796, 2020
392020
Simultaneous Speech Recognition and Speaker Diarization for Monaural Dialogue Recordings with Target-Speaker Acoustic Models
N Kanda, S Horiguchi, Y Fujita, Y Xue, K Nagamatsu, S Watanabe
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 31-38, 2019
392019
End-to-End Speaker Diarization as Post-Processing
S Horiguchi, P García, Y Fujita, S Watanabe, K Nagamatsu
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
382021
The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-vector Clustering Systems Combined by DOVER-Lap
S Horiguchi, N Yalta, P Garcia, Y Takashima, Y Xue, D Raj, Z Huang, ...
arXiv preprint arXiv:2102.01363, 2021
372021
Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors
S Horiguchi, S Watanabe, P Garcia, Y Xue, Y Takashima, Y Kawaguchi
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 98-105, 2022
362022
Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition
N Kanda, S Horiguchi, R Takashima, Y Fujita, K Nagamatsu, S Watanabe
INTERSPEECH, 236-240, 2019
272019
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