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Journal Articles
- 2023
[j2]Takafumi Moriya
, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki:
Streaming End-to-End Target-Speaker Automatic Speech Recognition and Activity Detection. IEEE Access 11: 13906-13917 (2023)- 2019
- [j1]Takafumi Moriya, Tomohiro Tanaka, Takahiro Shinozaki, Shinji Watanabe, Kevin Duh:
Evolution-Strategy-Based Automation of System Development for High-Performance Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 27(1): 77-88 (2019)
Conference and Workshop Papers
- 2024
- [c49]Takanori Ashihara, Marc Delcroix, Takafumi Moriya, Kohei Matsuura, Taichi Asami, Yusuke Ijima:
What Do Self-Supervised Speech and Speaker Models Learn? New Findings from a Cross Model Layer-Wise Analysis. ICASSP 2024: 10166-10170 - [c48]Kenichi Fujita, Hiroshi Sato, Takanori Ashihara, Hiroki Kanagawa, Marc Delcroix, Takafumi Moriya, Yusuke Ijima:
Noise-Robust Zero-Shot Text-to-Speech Synthesis Conditioned on Self-Supervised Speech-Representation Model with Adapters. ICASSP 2024: 11471-11475 - 2023
- [c47]Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka:
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models. ICASSP 2023: 1-5 - [c46]Kenichi Fujita, Takanori Ashihara, Hiroki Kanagawa, Takafumi Moriya, Yusuke Ijima:
Zero-Shot Text-to-Speech Synthesis Conditioned Using Self-Supervised Speech Representation Model. ICASSP Workshops 2023: 1-5 - [c45]Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Tomohiro Tanaka, Atsunori Ogawa, Marc Delcroix, Ryo Masumura:
Leveraging Large Text Corpora For End-To-End Speech Summarization. ICASSP 2023: 1-5 - [c44]Takafumi Moriya, Takanori Ashihara, Hiroshi Sato, Kohei Matsuura, Tomohiro Tanaka, Ryo Masumura:
Improving Scheduled Sampling for Neural Transducer-Based ASR. ICASSP 2023: 1-5 - [c43]Atsunori Ogawa, Takafumi Moriya, Naoyuki Kamo, Naohiro Tawara, Marc Delcroix:
Iterative Shallow Fusion of Backward Language Model for End-To-End Speech Recognition. ICASSP 2023: 1-5 - [c42]Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Hiroshi Sato, Taiga Yamane, Takanori Ashihara, Kohei Matsuura, Takafumi Moriya:
Leveraging Language Embeddings for Cross-Lingual Self-Supervised Speech Representation Learning. ICASSP 2023: 1-5 - [c41]Hiroshi Sato, Ryo Masumura, Tsubasa Ochiai, Marc Delcroix, Takafumi Moriya, Takanori Ashihara, Kentaro Shinayama, Saki Mizuno, Mana Ihori, Tomohiro Tanaka, Nobukatsu Hojo:
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss. INTERSPEECH 2023: 854-858 - [c40]Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takanori Ashihara, Kohei Matsuura, Tomohiro Tanaka, Ryo Masumura, Atsunori Ogawa, Taichi Asami:
Knowledge Distillation for Neural Transducer-based Target-Speaker ASR: Exploiting Parallel Mixture/Single-Talker Speech Data. INTERSPEECH 2023: 899-903 - [c39]Hiroki Kanagawa, Takafumi Moriya, Yusuke Ijima:
VC-T: Streaming Voice Conversion Based on Neural Transducer. INTERSPEECH 2023: 2088-2092 - [c38]Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka, Yusuke Ijima, Taichi Asami, Marc Delcroix, Yukinori Honma:
SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? INTERSPEECH 2023: 2888-2892 - [c37]Ryo Masumura, Naoki Makishima, Taiga Yamane, Yoshihiko Yamazaki, Saki Mizuno, Mana Ihori, Mihiro Uchida, Keita Suzuki, Hiroshi Sato, Tomohiro Tanaka, Akihiko Takashima, Satoshi Suzuki, Takafumi Moriya, Nobukatsu Hojo, Atsushi Ando:
End-to-End Joint Target and Non-Target Speakers ASR. INTERSPEECH 2023: 2903-2907 - [c36]Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Tomohiro Tanaka, Takatomo Kano, Atsunori Ogawa, Marc Delcroix:
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization. INTERSPEECH 2023: 2943-2947 - 2022
- [c35]Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Naoyuki Kamo, Takafumi Moriya:
Learning to Enhance or Not: Neural Network-Based Switching of Enhanced and Observed Signals for Overlapping Speech Recognition. ICASSP 2022: 6287-6291 - [c34]Takafumi Moriya, Takanori Ashihara, Atsushi Ando, Hiroshi Sato, Tomohiro Tanaka, Kohei Matsuura, Ryo Masumura, Marc Delcroix, Takahiro Shinozaki:
Hybrid RNN-T/Attention-Based Streaming ASR with Triggered Chunkwise Attention and Dual Internal Language Model Integration. ICASSP 2022: 8282-8286 - [c33]Atsushi Ando, Yumiko Murata, Ryo Masumura, Satoshi Suzuki, Naoki Makishima, Takafumi Moriya, Takanori Ashihara, Hiroshi Sato:
Customer Satisfaction Estimation Using Unsupervised Representation Learning with Multi-Format Prediction Loss. ICASSP 2022: 8497-8501 - [c32]Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka:
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models. INTERSPEECH 2022: 411-415 - [c31]Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Takafumi Moriya, Naoki Makishima, Mana Ihori, Tomohiro Tanaka, Ryo Masumura:
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations. INTERSPEECH 2022: 996-1000 - [c30]Tomohiro Tanaka, Ryo Masumura, Hiroshi Sato, Mana Ihori, Kohei Matsuura, Takanori Ashihara, Takafumi Moriya:
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks. INTERSPEECH 2022: 1066-1070 - [c29]Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki:
Streaming Target-Speaker ASR with Neural Transducer. INTERSPEECH 2022: 2673-2677 - [c28]Ryo Masumura, Yoshihiro Yamazaki, Saki Mizuno, Naoki Makishima, Mana Ihori, Mihiro Uchida, Hiroshi Sato, Tomohiro Tanaka, Akihiko Takashima, Satoshi Suzuki, Shota Orihashi, Takafumi Moriya, Nobukatsu Hojo, Atsushi Ando:
End-to-End Joint Modeling of Conversation History-Dependent and Independent ASR Systems with Multi-History Training. INTERSPEECH 2022: 3218-3222 - [c27]Atsushi Ando, Ryo Masumura, Akihiko Takashima, Satoshi Suzuki, Naoki Makishima, Keita Suzuki, Takafumi Moriya, Takanori Ashihara, Hiroshi Sato:
On the Use of Modality-Specific Large-Scale Pre-Trained Encoders for Multimodal Sentiment Analysis. SLT 2022: 739-746 - 2021
- [c26]Takafumi Moriya, Takanori Ashihara, Tomohiro Tanaka, Tsubasa Ochiai, Hiroshi Sato, Atsushi Ando, Yusuke Ijima, Ryo Masumura, Yusuke Shinohara:
Simpleflat: A Simple Whole-Network Pre-Training Approach for RNN Transducer-Based End-to-End Speech Recognition. ICASSP 2021: 5664-5668 - [c25]Atsushi Ando, Ryo Masumura, Hiroshi Sato, Takafumi Moriya, Takanori Ashihara, Yusuke Ijima, Tomoki Toda:
Speech Emotion Recognition Based on Listener Adaptive Models. ICASSP 2021: 6274-6278 - [c24]Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Takafumi Moriya, Naoyuki Kamo:
Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition. Interspeech 2021: 1149-1153 - [c23]Takanori Ashihara, Takafumi Moriya, Makio Kashino:
Investigating the Impact of Spectral and Temporal Degradation on End-to-End Automatic Speech Recognition Performance. Interspeech 2021: 1757-1761 - [c22]Takafumi Moriya, Tomohiro Tanaka, Takanori Ashihara, Tsubasa Ochiai, Hiroshi Sato, Atsushi Ando, Ryo Masumura, Marc Delcroix, Taichi Asami:
Streaming End-to-End Speech Recognition for Hybrid RNN-T/Attention Architecture. Interspeech 2021: 1787-1791 - [c21]Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Akihiko Takashima, Takafumi Moriya, Takanori Ashihara, Shota Orihashi, Naoki Makishima:
Cross-Modal Transformer-Based Neural Correction Models for Automatic Speech Recognition. Interspeech 2021: 4059-4063 - 2020
- [c20]Takafumi Moriya, Hiroshi Sato, Tomohiro Tanaka, Takanori Ashihara, Ryo Masumura, Yusuke Shinohara:
Distilling Attention Weights for CTC-Based ASR Systems. ICASSP 2020: 6894-6898 - [c19]Ryo Masumura, Mana Ihori, Akihiko Takashima, Takafumi Moriya, Atsushi Ando, Yusuke Shinohara:
Sequence-Level Consistency Training for Semi-Supervised End-to-End Automatic Speech Recognition. ICASSP 2020: 7054-7058 - [c18]Takafumi Moriya, Tsubasa Ochiai, Shigeki Karita, Hiroshi Sato, Tomohiro Tanaka, Takanori Ashihara, Ryo Masumura, Yusuke Shinohara, Marc Delcroix:
Self-Distillation for Improving CTC-Transformer-Based ASR Systems. INTERSPEECH 2020: 546-550 - 2019
- [c17]Hiroshi Sato, Takafumi Moriya, Yusuke Shinohara, Ryo Masumura, Takaaki Fukutomi, Kiyoaki Matsui, Takanori Ashihara, Yoshikazu Yamaguchi, Yushi Aono:
Revisiting Dynamic Adjustment of Language Model Scaling Factor for Automatic Speech Recognition. APSIPA 2019: 186-191 - [c16]Tomohiro Tanaka, Ryo Masumura, Takafumi Moriya, Takanobu Oba, Yushi Aono:
Disfluency Detection Based on Speech-Aware Token-by-Token Sequence Labeling with BLSTM-CRFs and Attention Mechanisms. APSIPA 2019: 1009-1013 - [c15]Ryo Masumura, Tomohiro Tanaka, Takafumi Moriya, Yusuke Shinohara, Takanobu Oba, Yushi Aono:
Large Context End-to-end Automatic Speech Recognition via Extension of Hierarchical Recurrent Encoder-decoder Models. ICASSP 2019: 5661-5665 - [c14]Ryo Masumura, Hiroshi Sato, Tomohiro Tanaka, Takafumi Moriya, Yusuke Ijima, Takanobu Oba:
End-to-End Automatic Speech Recognition with a Reconstruction Criterion Using Speech-to-Text and Text-to-Speech Encoder-Decoders. INTERSPEECH 2019: 1606-1610 - [c13]Tomohiro Tanaka, Ryo Masumura, Takafumi Moriya, Takanobu Oba, Yushi Aono:
A Joint End-to-End and DNN-HMM Hybrid Automatic Speech Recognition System with Transferring Sharable Knowledge. INTERSPEECH 2019: 2210-2214 - [c12]Takanori Ashihara, Yusuke Shinohara, Hiroshi Sato, Takafumi Moriya, Kiyoaki Matsui, Takaaki Fukutomi, Yoshikazu Yamaguchi, Yushi Aono:
Neural Whispered Speech Detection with Imbalanced Learning. INTERSPEECH 2019: 3352-3356 - [c11]Takafumi Moriya, Jian Wang, Tomohiro Tanaka, Ryo Masumura, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono:
Joint Maximization Decoder with Neural Converters for Fully Neural Network-Based Japanese Speech Recognition. INTERSPEECH 2019: 4410-4414 - [c10]Satoshi Kobashikawa, Atushi Odakura, Takao Nakamura, Takeshi Mori, Kimitaka Endo, Takafumi Moriya, Ryo Masumura, Yushi Aono, Nobuaki Minematsu:
Does Speaking Training Application with Speech Recognition Motivate Junior High School Students in Actual Classroom? - A Case Study. SLaTE 2019: 119-123 - 2018
- [c9]Tomohiro Tanaka, Ryo Masumura, Takafumi Moriya, Yushi Aono:
Neural Speech-to-Text Language Models for Rescoring Hypotheses of DNN-HMM Hybrid Automatic Speech Recognition Systems. APSIPA 2018: 196-200 - [c8]Takafumi Moriya, Ryo Masumura, Taichi Asami, Yusuke Shinohara, Marc Delcroix, Yoshikazu Yamaguchi, Yushi Aono:
Progressive Neural Network-based Knowledge Transfer in Acoustic Models. APSIPA 2018: 998-1002 - [c7]Ryo Masumura, Suguru Kabashima, Takafumi Moriya, Satoshi Kobashikawa, Yoshikazu Yamaguchi, Yushi Aono:
Relevant Phonetic-aware Neural Acoustic Models using Native English and Japanese Speech for Japanese-English Automatic Speech Recognition. APSIPA 2018: 1435-1439 - [c6]Tsukasa Yoshida, Takafumi Moriya, Kazuho Watanabe, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono:
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization. INTERSPEECH 2018: 1269-1273 - [c5]Takafumi Moriya, Sei Ueno, Yusuke Shinohara, Marc Delcroix, Yoshikazu Yamaguchi, Yushi Aono:
Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition. INTERSPEECH 2018: 2399-2403 - [c4]Sei Ueno, Takafumi Moriya, Masato Mimura, Shinsuke Sakai, Yusuke Shinohara, Yoshikazu Yamaguchi, Yushi Aono, Tatsuya Kawahara:
Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition. INTERSPEECH 2018: 2424-2428 - [c3]Takafumi Moriya, Hiroki Kanagawa, Kiyoaki Matsui, Takaaki Fukutomi, Yusuke Shinohara, Yoshikazu Yamaguchi, Manabu Okamoto, Yushi Aono:
Efficient Building Strategy with Knowledge Distillation for Small-Footprint Acoustic Models. SLT 2018: 21-28 - 2016
- [c2]Tomohiro Tanaka, Takafumi Moriya, Takahiro Shinozaki, Shinji Watanabe, Takaaki Hori, Kevin Duh:
Automated structure discovery and parameter tuning of neural network language model based on evolution strategy. SLT 2016: 665-671 - 2015
- [c1]Takafumi Moriya, Tomohiro Tanaka, Takahiro Shinozaki, Shinji Watanabe, Kevin Duh:
Automation of system building for state-of-the-art large vocabulary speech recognition using evolution strategy. ASRU 2015: 610-616
Informal and Other Publications
- 2024
- [i24]Kenichi Fujita, Hiroshi Sato, Takanori Ashihara, Hiroki Kanagawa, Marc Delcroix, Takafumi Moriya, Yusuke Ijima:
Noise-robust zero-shot text-to-speech synthesis conditioned on self-supervised speech-representation model with adapters. CoRR abs/2401.05111 (2024) - [i23]Takanori Ashihara, Marc Delcroix, Takafumi Moriya, Kohei Matsuura, Taichi Asami, Yusuke Ijima:
What Do Self-Supervised Speech and Speaker Models Learn? New Findings From a Cross Model Layer-Wise Analysis. CoRR abs/2401.17632 (2024) - [i22]Atsushi Ando, Takafumi Moriya, Shota Horiguchi, Ryo Masumura:
Factor-Conditioned Speaking-Style Captioning. CoRR abs/2406.18910 (2024) - [i21]Atsunori Ogawa, Naoyuki Kamo, Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Takatomo Kano, Naohiro Tawara, Marc Delcroix:
Applying LLMs for Rescoring N-best ASR Hypotheses of Casual Conversations: Effects of Domain Adaptation and Context Carry-over. CoRR abs/2406.18972 (2024) - [i20]Hiroshi Sato, Takafumi Moriya, Masato Mimura, Shota Horiguchi, Tsubasa Ochiai, Takanori Ashihara, Atsushi Ando, Kentaro Shinayama, Marc Delcroix:
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling. CoRR abs/2407.01857 (2024) - [i19]Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Masato Mimura, Takatomo Kano, Atsunori Ogawa, Marc Delcroix:
Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation. CoRR abs/2408.00205 (2024) - [i18]Shota Horiguchi, Atsushi Ando, Takafumi Moriya, Takanori Ashihara, Hiroshi Sato, Naohiro Tawara, Marc Delcroix:
Recursive Attentive Pooling for Extracting Speaker Embeddings from Multi-Speaker Recordings. CoRR abs/2408.17142 (2024) - [i17]Takafumi Moriya, Shota Horiguchi, Marc Delcroix, Ryo Masumura, Takanori Ashihara, Hiroshi Sato, Kohei Matsuura, Masato Mimura:
Alignment-Free Training for Transducer-based Multi-Talker ASR. CoRR abs/2409.20301 (2024) - [i16]Takafumi Moriya, Takanori Ashihara, Masato Mimura, Hiroshi Sato, Kohei Matsuura, Ryo Masumura, Taichi Asami:
Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding. CoRR abs/2409.20313 (2024) - 2023
- [i15]Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Tomohiro Tanaka, Atsunori Ogawa, Marc Delcroix, Ryo Masumura:
Leveraging Large Text Corpora for End-to-End Speech Summarization. CoRR abs/2303.00978 (2023) - [i14]Kenichi Fujita, Takanori Ashihara, Hiroki Kanagawa, Takafumi Moriya, Yusuke Ijima:
Zero-shot text-to-speech synthesis conditioned using self-supervised speech representation model. CoRR abs/2304.11976 (2023) - [i13]Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka:
Exploration of Language Dependency for Japanese Self-Supervised Speech Representation Models. CoRR abs/2305.05201 (2023) - [i12]Hiroshi Sato, Ryo Masumura, Tsubasa Ochiai, Marc Delcroix, Takafumi Moriya, Takanori Ashihara, Kentaro Shinayama, Saki Mizuno, Mana Ihori, Tomohiro Tanaka, Nobukatsu Hojo:
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss. CoRR abs/2305.14723 (2023) - [i11]Ryo Masumura, Naoki Makishima, Taiga Yamane, Yoshihiko Yamazaki, Saki Mizuno, Mana Ihori, Mihiro Uchida, Keita Suzuki, Hiroshi Sato, Tomohiro Tanaka, Akihiko Takashima, Satoshi Suzuki, Takafumi Moriya, Nobukatsu Hojo, Atsushi Ando:
End-to-End Joint Target and Non-Target Speakers ASR. CoRR abs/2306.02273 (2023) - [i10]Kohei Matsuura, Takanori Ashihara, Takafumi Moriya, Tomohiro Tanaka, Takatomo Kano, Atsunori Ogawa, Marc Delcroix:
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization. CoRR abs/2306.04233 (2023) - [i9]Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka, Yusuke Ijima, Taichi Asami, Marc Delcroix, Yukinori Honma:
SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge? CoRR abs/2306.08374 (2023) - [i8]Atsunori Ogawa, Takafumi Moriya, Naoyuki Kamo, Naohiro Tawara, Marc Delcroix:
Iterative Shallow Fusion of Backward Language Model for End-to-End Speech Recognition. CoRR abs/2310.11010 (2023) - 2022
- [i7]Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Naoyuki Kamo, Takafumi Moriya:
Learning to Enhance or Not: Neural Network-Based Switching of Enhanced and Observed Signals for Overlapping Speech Recognition. CoRR abs/2201.03881 (2022) - [i6]Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Takafumi Moriya, Naoki Makishima, Mana Ihori, Tomohiro Tanaka, Ryo Masumura:
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations. CoRR abs/2206.08174 (2022) - [i5]Takanori Ashihara, Takafumi Moriya, Kohei Matsuura, Tomohiro Tanaka:
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models. CoRR abs/2207.06867 (2022) - [i4]Takafumi Moriya, Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Takahiro Shinozaki:
Streaming Target-Speaker ASR with Neural Transducer. CoRR abs/2209.04175 (2022) - [i3]Atsushi Ando, Ryo Masumura, Akihiko Takashima, Satoshi Suzuki, Naoki Makishima, Keita Suzuki, Takafumi Moriya, Takanori Ashihara, Hiroshi Sato:
On the Use of Modality-Specific Large-Scale Pre-Trained Encoders for Multimodal Sentiment Analysis. CoRR abs/2210.15937 (2022) - 2021
- [i2]Hiroshi Sato, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Takafumi Moriya, Naoyuki Kamo:
Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition. CoRR abs/2106.00949 (2021) - [i1]Tomohiro Tanaka, Ryo Masumura, Mana Ihori, Akihiko Takashima, Takafumi Moriya, Takanori Ashihara, Shota Orihashi, Naoki Makishima:
Cross-Modal Transformer-Based Neural Correction Models for Automatic Speech Recognition. CoRR abs/2107.01569 (2021)
Coauthor Index
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