Shota Horiguchi

According to our database, Shota Horiguchi authored at least 52 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Guided Speaker Embedding.

Shota Horiguchi, Takafumi Moriya, Atsushi Ando, Takanori Ashihara, Hiroshi Sato, Naohiro Tawara, Marc Delcroix

CoRR, 2024

Investigation of Speaker Representation for Target-Speaker Speech Processing.

Takanori Ashihara, Takafumi Moriya, Shota Horiguchi, Junyi Peng, Tsubasa Ochiai, Marc Delcroix, Kohei Matsuura, Hiroshi Sato

CoRR, 2024

Mamba-based Segmentation Model for Speaker Diarization.

Alexis Plaquet, Naohiro Tawara, Marc Delcroix, Shota Horiguchi, Atsushi Ando, Shoko Araki

CoRR, 2024

Alignment-Free Training for Transducer-based Multi-Talker ASR.

Takafumi Moriya, Shota Horiguchi, Marc Delcroix, Ryo Masumura, Takanori Ashihara, Hiroshi Sato, Kohei Matsuura, Masato Mimura

CoRR, 2024

Recursive Attentive Pooling for Extracting Speaker Embeddings from Multi-Speaker Recordings.

Shota Horiguchi, Atsushi Ando, Takafumi Moriya, Takanori Ashihara, Hiroshi Sato, Naohiro Tawara, Marc Delcroix

CoRR, 2024

SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling.

Hiroshi Sato, Takafumi Moriya, Masato Mimura, Shota Horiguchi, Tsubasa Ochiai, Takanori Ashihara, Atsushi Ando, Kentaro Shinayama, Marc Delcroix

CoRR, 2024

Factor-Conditioned Speaking-Style Captioning.

Atsushi Ando, Takafumi Moriya, Shota Horiguchi, Ryo Masumura

CoRR, 2024

Thresholding Data Shapley for Data Cleansing Using Multi-Armed Bandits.

Hiroyuki Namba, Shota Horiguchi, Masaki Hamamoto, Masashi Egi

CoRR, 2024

Streaming Active Learning for Regression Problems Using Regression via Classification.

Shota Horiguchi, Kota Dohi, Yohei Kawaguchi

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local Attractors.

Shota Horiguchi, Shinji Watanabe, Paola García, Yuki Takashima, Yohei Kawaguchi

IEEE ACM Trans. Audio Speech Lang. Process., 2023

CAPTDURE: Captioned Sound Dataset of Single Sources.

Yuki Okamoto, Kanta Shimonishi, Keisuke Imoto, Kota Dohi, Shota Horiguchi, Yohei Kawaguchi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Spoofing Attacker Also Benefits from Self-Supervised Pretrained Model.

Aoi Ito, Shota Horiguchi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Synthetic Data Augmentation for ASR with Domain Filtering.

Tuan Vu Ho, Shota Horiguchi, Shinji Watanabe, Paola García, Takashi Sumiyoshi

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2023

2022

Encoder-Decoder Based Attractors for End-to-End Neural Diarization.

Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Paola García

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Online Neural Diarization of Unlimited Numbers of Speakers.

Shota Horiguchi, Shinji Watanabe, Paola García, Yuki Takashima, Yohei Kawaguchi

CoRR, 2022

Mutual Learning of Single- and Multi-Channel End-to-End Neural Diarization.

Shota Horiguchi, Yuki Takashima, Shinji Watanabe, Paola García

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Improving the Naturalness of Simulated Conversations for End-to-End Neural Diarization.

Natsuo Yamashita, Shota Horiguchi, Takeshi Homma

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Updating Only Encoders Prevents Catastrophic Forgetting of End-to-End ASR Models.

Yuki Takashima, Shota Horiguchi, Shinji Watanabe, Leibny Paola García-Perera, Yohei Kawaguchi

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Rethinking Fano's Inequality in Ensemble Learning.

Terufumi Morishita, Gaku Morio, Shota Horiguchi, Hiroaki Ozaki, Nobuo Nukaga

Proceedings of the International Conference on Machine Learning, 2022

Environmental Sound Extraction Using Onomatopoeic Words.

Yuki Okamoto, Shota Horiguchi, Masaaki Yamamoto, Keisuke Imoto, Yohei Kawaguchi

Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-Channel End-To-End Neural Diarization with Distributed Microphones.

Shota Horiguchi, Yuki Takashima, Paola García, Shinji Watanabe, Yohei Kawaguchi

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Environmental Sound Extraction Using Onomatopoeia.

Yuki Okamoto, Shota Horiguchi, Masaaki Yamamoto, Keisuke Imoto, Yohei Kawaguchi

CoRR, 2021

Encoder-Decoder Based Attractor Calculation for End-to-End Neural Diarization.

Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Paola García

CoRR, 2021

The Hitachi-JHU DIHARD III System: Competitive End-to-End Neural Diarization and X-Vector Clustering Systems Combined by DOVER-Lap.

Shota Horiguchi, Nelson Yalta, Paola García, Yuki Takashima, Yawen Xue, Desh Raj, Zili Huang, Yusuke Fujita, Shinji Watanabe, Sanjeev Khudanpur

CoRR, 2021

Online End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers.

Yawen Xue, Shota Horiguchi, Yusuke Fujita, Yuki Takashima, Shinji Watanabe, Paola García, Kenji Nagamatsu

CoRR, 2021

Online End-To-End Neural Diarization with Speaker-Tracing Buffer.

Yawen Xue, Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Paola García, Kenji Nagamatsu

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

End-to-End Speaker Diarization Conditioned on Speech Activity and Overlap Detection.

Yuki Takashima, Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Paola García, Kenji Nagamatsu

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Block-Online Guided Source Separation.

Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu

Proceedings of the IEEE Spoken Language Technology Workshop, 2021

Online Streaming End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers.

Yawen Xue, Shota Horiguchi, Yusuke Fujita, Yuki Takashima, Shinji Watanabe, Leibny Paola García-Perera, Kenji Nagamatsu

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Semi-Supervised Training with Pseudo-Labeling for End-To-End Neural Diarization.

Yuki Takashima, Yusuke Fujita, Shota Horiguchi, Shinji Watanabe, Leibny Paola García-Perera, Kenji Nagamatsu

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

End-To-End Speaker Diarization as Post-Processing.

Shota Horiguchi, Paola García, Yusuke Fujita, Shinji Watanabe, Kenji Nagamatsu

Proceedings of the IEEE International Conference on Acoustics, 2021

Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors.

Shota Horiguchi, Shinji Watanabe, Paola García, Yawen Xue, Yuki Takashima, Yohei Kawaguchi

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Significance of Softmax-Based Features in Comparison to Distance Metric Learning-Based Features.

Shota Horiguchi, Daiki Ikami, Kiyoharu Aizawa

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Online End-to-End Neural Diarization with Speaker-Tracing Buffer.

Yawen Xue, Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Kenji Nagamatsu

CoRR, 2020

Neural Speaker Diarization with Speaker-Wise Chain Rule.

Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Yawen Xue, Jing Shi, Kenji Nagamatsu

CoRR, 2020

End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification.

Yusuke Fujita, Shinji Watanabe, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu

CoRR, 2020

Hitachi at SemEval-2020 Task 8: Simple but Effective Modality Ensemble for Meme Emotion Recognition.

Terufumi Morishita, Gaku Morio, Shota Horiguchi, Hiroaki Ozaki, Toshinori Miyoshi

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Utterance-Wise Meeting Transcription System Using Asynchronous Distributed Microphones.

Shota Horiguchi, Yusuke Fujita, Kenji Nagamatsu

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors.

Shota Horiguchi, Yusuke Fujita, Shinji Watanabe, Yawen Xue, Kenji Nagamatsu

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Anticipating the Start of User Interaction for Service Robot in the Wild.

Koichiro Ito, Quan Kong, Shota Horiguchi, Takashi Sumiyoshi, Kenji Nagamatsu

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

Omnidirectional Pedestrian Detection by Rotation Invariant Training.

Masato Tamura, Shota Horiguchi, Tomokazu Murakami

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Auxiliary Interference Speaker Loss for Target-Speaker Speech Recognition.

Naoyuki Kanda, Shota Horiguchi, Ryoichi Takashima, Yusuke Fujita, Kenji Nagamatsu, Shinji Watanabe

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR.

Naoyuki Kanda, Christoph Böddeker, Jens Heitkaemper, Yusuke Fujita, Shota Horiguchi, Kenji Nagamatsu, Reinhold Haeb-Umbach

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Multimodal Response Obligation Detection with Unsupervised Online Domain Adaptation.

Shota Horiguchi, Naoyuki Kanda, Kenji Nagamatsu

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

End-to-End Neural Speaker Diarization with Permutation-Free Objectives.

Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Kenji Nagamatsu, Shinji Watanabe

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Acoustic Modeling for Distant Multi-talker Speech Recognition with Single- and Multi-channel Branches.

Naoyuki Kanda, Yusuke Fujita, Shota Horiguchi, Rintaro Ikeshita, Kenji Nagamatsu, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2019

Simultaneous Speech Recognition and Speaker Diarization for Monaural Dialogue Recordings with Target-Speaker Acoustic Models.

Naoyuki Kanda, Shota Horiguchi, Yusuke Fujita, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

End-to-End Neural Speaker Diarization with Self-Attention.

Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi, Yawen Xue, Kenji Nagamatsu, Shinji Watanabe

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Personalized Classifier for Food Image Recognition.

Shota Horiguchi, Sosuke Amano, Makoto Ogawa, Kiyoharu Aizawa

IEEE Trans. Multim., 2018

Face-Voice Matching using Cross-modal Embeddings.

Shota Horiguchi, Naoyuki Kanda, Kenji Nagamatsu

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2016

Food Search Based on User Feedback to Assist Image-based Food Recording Systems.

Sosuke Amano, Shota Horiguchi, Kiyoharu Aizawa, Kazuki Maeda, Masanori Kubota, Makoto Ogawa

Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016

The log-normal distribution of the size of objects in daily meal images and its application to the efficient reduction of object proposals.

Shota Horiguchi, Kiyoharu Aizawa, Makoto Ogawa

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016