FUKUMORI TAKAHIRO

フクモリタカヒロ | FUKUMORI TAKAHIRO

Affiliation and department：
Homepage URL (1)： https://www.slprits.com/

Research field (1)： Perceptual information processing

Research keywords (7)： Noise Reduction , Shouted Speech Detection , Speech type recognition , Speech Recognition , Speech information processing , Acoustic Signal Processing , Acoustic Signal Processing, Speech Recognition, Shouted Speech Detection, Noise Reduction

Research theme for competitive and other funds (7)：

2024 - 2027 Assessment of speech intelligibility in educational environments and its application to support vocal training
2024 - 2027 Developing AI technology for the detection and severity diagnosis of a dysarthria and its clinical application.
2021 - 2024 Emergency speech detection robust for various speaker and noisy environment
2019 - 2023 Audio-spot design on soundscape
2021 - 2022 音声明瞭度の自動推定に基づく発話トレーニング支援システムの構築

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Papers (46)：

Takahiro Fukumori, Chengkai Cai, Yutao Zhang, Lotfi El Hafi, Yoshinobu Hagiwara, Takanobu Nishiura, Tadahiro Taniguchi. Optical laser microphone for human-robot interaction: speech recognition in extremely noisy service environments. Advanced Robotics. 2022
Nguyen Binh Thien, Yukoh Wakabayashi, Takahiro Fukumori, Takanobu Nishiura. Derivative of instantaneous frequency for voice activity detection using phase-based approach. 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC). 2019
Yutao Zhang, Takuro Sasaki, Yukoh Wakabayashi, Takahiro Fukumori, Takanobu Nishiura. A study on English speech acclimatization based on accent conversion for non-native speaker. Proceedings of the International Congress on Acoustics. 2019. 2019-. 6876-6882
Yukoh Wakabayashi, Takahiro Fukumori, Masato Nakayama, Takanobu Nishiura, Yoichi Yamashita. Single-Channel Speech Enhancement with Phase Reconstruction Based on Phase Distortion Averaging. IEEE/ACM Transactions on Audio Speech and Language Processing. 2018. 26. 9. 1159-1169
Misaki Otsuka, Yukoh Wakabayashi, Takahiro Fukumori, Masato Nakayama and Takanobu Nishiura. Sound Image Reproduction based on Weighted Room Impulse Responses with Head-enclosed Back-surround Loudspeaker-array. Journal of Signal Processing. 2018. 22. 4. 193-197

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MISC (44)：

Detection of noisy-and-reverberant shouted speech using rahmonic and mel-frequency cepstrum coefficients. 2017. 117. 189. 49-54
Evaluation on Performance of Spatial Sound-image Projection on Acoustic Hologram with Multiple Parametric Loudspeakers Array. 2017. 47. 6. 493-498
A Study on Sound-quality Improvement Based on Multiplexed Double Sideband Modulation in Parametric Loudspeaker. 2017. 47. 6. 499-504
Evaluation on Performance of Spatial Sound-image Projection on Acoustic Hologram with Multiple Parametric Loudspeakers Array. 2017. 117. 170. 79-84
Reverberant speech enhancement with deep auto encoder based on harmonic structure. 2017. 116. 477. 141-146

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Patents (1)：

Estimation System of Speech Recognition Performance

Books (3)：

文化情報学事典
勉誠出版 2019 ISBN:9784585200710
シリーズ日本文化デジタル・ヒューマニティーズ06「デジタル・アーカイブの新展開」
ナカニシヤ出版 2012 ISBN:9784779505850
Speech Technologies / Book 1 "Suitable Reverberation Criteria for Distant-Talking Speech Recognition
INTECH 2011 ISBN:9789533071527

Lectures and oral presentations (311)：

畳み込みオートエンコーダを用いた外れ値検出による叫び声検知
(日本音響学会2021年秋季研究発表会 2021)
Deep Spectral-Cepstral Fusion for Shouted and Normal Speech Classification
(Annual Conference of the International Speech Communication Association (INTERSPEECH) 2021)
スペクトルとケプストラムの時系列特徴を用いた深層学習による悲鳴検知
(音学シンポジウム2021 2021)
Sound Event Detection Based on Curriculum Learning Considering Learning Difficulty of Events
(International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2021)
テキスト情報を利用した深層学習に基づく音声感情認識
(日本音響学会2021年春季研究発表会 2021)

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Works (1)：

研究成果(叫び声検出)の新聞掲載
2018 - 2018

Education (4)：

- 2015 Ritsumeikan University Graduate School of Information Science and Engineering
- 2012 Ritsumeikan University Graduate School of Science and Engineering
- 2010 Ritsumeikan University College of Information Science and Engineering Department of Media Technology
- 2006 Ritsumeikan Uji Senior High School

Professional career (1)：

Doctor of Engineering (Ritsumeikan University)

Work history (4)：

2020/04 - 現在 Ritsumeikan University College of Information Science and Engineering
2016/09 - 2021/03 龍谷大学理工学部
2015/04 - 2020/03 Ritsumeikan University College of Information Science and Engineering Assistant Professor
2012/04 - 2015/03 日本学術振興会日本学術振興会特別研究員

Committee career (12)：

2021/06 - 現在電子情報通信学会情報・システムソサイエティ技術会議幹事
2020/04 - 現在日本音響学会関西支部庶務幹事
2019/04 - 現在日本音響学会音声研究委員会委員
2019/06 - 2021/06 電子情報通信学会音声研究会専門委員
2019/01 - 2020/12 IEEE Kansai Chapter Technical Program Committee Secretary

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Awards (7)：

2019/07 - 株式会社リバネス第4回滋賀テックプラングランプリ企業賞(滋賀銀行賞)
2019/03 - 日本音響学会日本音響学会第45回粟屋潔学術奨励賞
2019/03 - 日本音響学会日本音響学会第6回学会活動貢献賞
2015/03 - 電子情報通信学会学会誌D 電子情報通信学会学会誌D 学生論文特集秀逸論文認定 PESQと室内音響指標を用いた雑音・残響指標NRSR-PAに基づく雑音・残響下音声認識性能の予測
2012/03 - 電気通信普及財団電気通信普及財団第27回テレコムシステム技術学生賞入賞室内音響指標を用いた残響指標RSR-Dnに基づく残響下音声認識性能の予測

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Association Membership(s) (5)：

ロボカップ日本委員会 , Institute of Electrical and Electronics Engineers (IEEE) , The Institute of Electronics, Information and Communication Engineers (IEICE) , Information Processing Society of Japan , Acoustical Society of Japan

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