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ORCIDGakuto Kurata
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2020 – today
- 2024
[c55]Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata:
Robust ASR Error Correction with Conservative Data Filtering. EMNLP (Industry Track) 2024: 256-266- [c54]Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Masayasu Muraoka, George Saon:
Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems. ICASSP 2024: 10176-10180 - [i12]Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata:
Robust ASR Error Correction with Conservative Data Filtering. CoRR abs/2407.13300 (2024) - 2023
- [c53]Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi, George Saon, Gakuto Kurata:
Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries. EMNLP 2023: 14820-14835 - [i11]Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Masayasu Muraoka, George Saon
:
Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems. CoRR abs/2309.04031 (2023) - 2022
- [c52]Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata:
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. INTERSPEECH 2022: 2638-2642 - [c51]Takashi Fukuda, Samuel Thomas, Masayuki Suzuki, Gakuto Kurata, George Saon, Brian Kingsbury:
Global RNN Transducer Models For Multi-dialect Speech Recognition. INTERSPEECH 2022: 3138-3142 - [c50]Sashi Novitasari, Takashi Fukuda, Gakuto Kurata:
Improving ASR Robustness in Noisy Condition Through VAD Integration. INTERSPEECH 2022: 3784-3788 - [c49]Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon:
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. INTERSPEECH 2022: 3919-3923 - [i10]Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata:
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. CoRR abs/2203.15176 (2022) - [i9]Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon:
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. CoRR abs/2204.00212 (2022) - 2021
- [c48]Takashi Fukuda, Gakuto Kurata:
Generalized Knowledge Distillation from an Ensemble of Specialized Teachers Leveraging Unsupervised Neural Clustering. ICASSP 2021: 6868-6872 - [c47]Samuel Thomas, Hong-Kwang Jeff Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory:
RNN Transducer Models for Spoken Language Understanding. ICASSP 2021: 7493-7497 - [c46]Gakuto Kurata, George Saon, Brian Kingsbury, David Haws, Zoltán Tüske:
Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio. Interspeech 2021: 2027-2031 - [i8]Samuel Thomas, Hong-Kwang Jeff Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory:
RNN Transducer Models For Spoken Language Understanding. CoRR abs/2104.03842 (2021) - [i7]Tohru Nagano, Takashi Fukuda, Gakuto Kurata:
Knowledge Distillation Leveraging Alternative Soft Targets from Non-Parallel Qualified Speech Data. CoRR abs/2112.08878 (2021) - 2020
- [c45]Yosuke Higuchi, Masayuki Suzuki, Gakuto Kurata:
Speaker Embeddings Incorporating Acoustic Conditions for Diarization. ICASSP 2020: 7129-7133 - [c44]Shintaro Ando, Masayuki Suzuki, Nobuyasu Itoh, Gakuto Kurata, Nobuaki Minematsu:
Converting Written Language to Spoken Language with Neural Machine Translation for Language Modeling. ICASSP 2020: 8124-8128 - [c43]Hagai Aronowitz, Weizhong Zhu, Masayuki Suzuki, Gakuto Kurata, Ron Hoory:
New Advances in Speaker Diarization. INTERSPEECH 2020: 279-283 - [c42]Hong-Kwang Jeff Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis A. Lastras:
End-to-End Spoken Language Understanding Without Full Transcripts. INTERSPEECH 2020: 906-910 - [c41]Gakuto Kurata, George Saon:
Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition. INTERSPEECH 2020: 2117-2121 - [i6]Hong-Kwang Jeff Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis A. Lastras:
End-to-End Spoken Language Understanding Without Full Transcripts. CoRR abs/2009.14386 (2020)
2010 – 2019
- 2019
- [c40]Tohru Nagano, Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata:
Data Augmentation Based on Vowel Stretch for Improving Children's Speech Recognition. ASRU 2019: 502-508 - [c39]Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko:
English Broadcast News Speech Recognition by Humans and Machines. ICASSP 2019: 6455-6459 - [c38]Masayuki Suzuki, Nobuyasu Itoh, Tohru Nagano, Gakuto Kurata, Samuel Thomas:
Improvements to N-gram Language Model Using Text Generated from Neural Language Model. ICASSP 2019: 7245-7249 - [c37]Gakuto Kurata, Kartik Audhkhasi:
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation. INTERSPEECH 2019: 1616-1620 - [c36]Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata:
Direct Neuron-Wise Fusion of Cognate Neural Networks. INTERSPEECH 2019: 1621-1625 - [c35]Gakuto Kurata, Kartik Audhkhasi:
Multi-Task CTC Training with Auxiliary Feature Reconstruction for End-to-End Speech Recognition. INTERSPEECH 2019: 1636-1640 - [i5]Gakuto Kurata, Kartik Audhkhasi:
Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation. CoRR abs/1904.08311 (2019) - [i4]Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko:
English Broadcast News Speech Recognition by Humans and Machines. CoRR abs/1904.13258 (2019) - 2018
- [c34]Takashi Fukuda, Raul Fernandez, Andrew Rosenberg, Samuel Thomas, Bhuvana Ramabhadran, Alexander Sorin, Gakuto Kurata:
Data Augmentation Improves Recognition of Foreign Accented Speech. INTERSPEECH 2018: 2409-2413 - [c33]Masayuki Suzuki, Tohru Nagano, Gakuto Kurata, Samuel Thomas:
Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models. INTERSPEECH 2018: 2893-2897 - [c32]Gakuto Kurata, Kartik Audhkhasi:
Improved Knowledge Distillation from Bi-Directional to Uni-Directional LSTM CTC for End-to-End Speech Recognition. SLT 2018: 411-417 - 2017
- [c31]Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy:
Language modeling with highway LSTM. ASRU 2017: 244-251 - [c30]Takashi Fukuda, Osamu Ichikawa, Gakuto Kurata, Ryuki Tachibana, Samuel Thomas, Bhuvana Ramabhadran:
Effective joint training of denoising feature space transforms and Neural Network based acoustic models. ICASSP 2017: 5190-5194 - [c29]Osamu Ichikawa, Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata, Bhuvana Ramabhadran:
Harmonic feature fusion for robust neural network-based acoustic modeling. ICASSP 2017: 5195-5199 - [c28]George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall:
English Conversational Telephone Speech Recognition by Humans and Machines. INTERSPEECH 2017: 132-136 - [c27]Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, George Saon:
Empirical Exploration of Novel Architectures and Objectives for Language Models. INTERSPEECH 2017: 279-283 - [c26]Osamu Ichikawa, Takashi Fukuda, Gakuto Kurata, Steven J. Rennie:
Factorial Modeling for Effective Suppression of Directional Noise. INTERSPEECH 2017: 389-393 - [c25]Michael Heck, Masayuki Suzuki, Takashi Fukuda, Gakuto Kurata, Satoshi Nakamura:
Ensembles of Multi-Scale VGG Acoustic Models. INTERSPEECH 2017: 1616-1620 - [c24]Masayuki Suzuki, Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Kenneth Ward Church, Mark Drake:
Symbol Sequence Search from Telephone Conversation. INTERSPEECH 2017: 3612-3616 - [c23]Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata, Samuel Thomas, Jia Cui, Bhuvana Ramabhadran:
Efficient Knowledge Distillation from an Ensemble of Teachers. INTERSPEECH 2017: 3697-3701 - [i3]George Saon, Gakuto Kurata, Tom Sercu, Kartik Audhkhasi, Samuel Thomas, Dimitrios Dimitriadis, Xiaodong Cui, Bhuvana Ramabhadran, Michael Picheny, Lynn-Li Lim, Bergul Roomi, Phil Hall:
English Conversational Telephone Speech Recognition by Humans and Machines. CoRR abs/1703.02136 (2017) - [i2]Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy:
Language Modeling with Highway LSTM. CoRR abs/1709.06436 (2017) - 2016
- [c22]Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu:
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling. EMNLP 2016: 2077-2083 - [c21]Masayuki Suzuki, Gakuto Kurata, Tohru Nagano, Ryuki Tachibana:
Speech recognition robust against speech overlapping in monaural recordings of telephone conversations. ICASSP 2016: 5685-5689 - [c20]Gakuto Kurata, Brian Kingsbury:
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling. INTERSPEECH 2016: 27-31 - [c19]Gakuto Kurata, Bing Xiang, Bowen Zhou:
Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling. INTERSPEECH 2016: 725-729 - [c18]Gakuto Kurata, Bing Xiang, Bowen Zhou:
Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence. HLT-NAACL 2016: 521-526 - [i1]Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu:
Leveraging Sentence-level Information with Encoder LSTM for Natural Language Understanding. CoRR abs/1601.01530 (2016) - 2015
- [j4]Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu:
Discriminative re-ranking for automatic speech recognition by leveraging invariant structures. Speech Commun. 72: 208-217 (2015) - [c17]Nobuyasu Itoh, Gakuto Kurata, Ryuki Tachibana, Masafumi Nishimura:
A metric for evaluating speech recognizer output based on human-perception model. INTERSPEECH 2015: 1285-1288 - [c16]Gakuto Kurata, Daniel Willett:
Deep neural network training emphasizing central frames. INTERSPEECH 2015: 3595-3599 - 2014
- [c15]Congying Zhang, Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu:
Leveraging phonetic context dependent invariant structure for continuous speech recognition. ChinaSIP 2014: 52-56 - 2012
- [j3]Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Ariya Rastrow, Nobuyasu Itoh, Masafumi Nishimura:
Acoustically discriminative language model training with pseudo-hypothesis. Speech Commun. 54(2): 219-228 (2012) - [j2]Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran:
Leveraging word confusion networks for named entity modeling and detection from conversational telephone speech. Speech Commun. 54(3): 491-502 (2012) - [c14]Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu:
Discriminative Reranking for LVCSR Leveraging Invariant Structure. INTERSPEECH 2012: 563-566 - 2011
- [c13]Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran:
Named entity recognition from Conversational Telephone Speech leveraging Word Confusion Networks for training and recognition. ICASSP 2011: 5572-5575 - [c12]Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura:
Training of error-corrective model for ASR without using audio data. ICASSP 2011: 5576-5579 - [c11]Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu:
Continuous Digits Recognition Leveraging Invariant Structure. INTERSPEECH 2011: 993-996 - [c10]Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura:
Acoustic Model Training with Detecting Transcription Errors in the Training Data. INTERSPEECH 2011: 1689-1692
2000 – 2009
- 2009
- [c9]Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura:
Acoustically discriminative training for language models. ICASSP 2009: 4717-4720 - 2007
- [j1]Ryuki Tachibana, Tohru Nagano, Gakuto Kurata, Masafumi Nishimura, Noboru Babaguchi:
Automatic Prosody Labeling Using Multiple Models for Japanese. IEICE Trans. Inf. Syst. 90-D(11): 1805-1812 (2007) - [c8]Gakuto Kurata, Shinsuke Mori, Nobuyasu Itoh, Masafumi Nishimura:
Unsupervised Lexicon Acquisition from Speech and Text. ICASSP (4) 2007: 421-424 - [c7]Ryuki Tachibana, Tohru Nagano, Gakuto Kurata, Masafumi Nishimura, Noboru Babaguchi:
Preliminary experiments toward automatic generation of new TTS voices from recorded speech alone. INTERSPEECH 2007: 1917-1920 - 2006
- [c6]Shinsuke Mori, Daisuke Takuma, Gakuto Kurata:
Phoneme-to-Text Transcription System with an Infinite Vocabulary. ACL 2006 - [c5]Gakuto Kurata, Shinsuke Mori, Masafumi Nishimura:
Unsupervised Adaptation of a Stochastic Language Model Using a Japanese Raw Corpus. ICASSP (1) 2006: 1037-1040 - 2005
- [c4]Shinsuke Mori, Gakuto Kurata:
Class-based variable memory length Markov model. INTERSPEECH 2005: 13-16 - 2004
- [c3]Gakuto Kurata, Naoaki Okazaki, Mitsuru Ishizuka:
GDQA: Graph Driven Question Answering System - NTCIR-4 QAC2 Experiments. NTCIR 2004 - 2002
- [c2]Nobuaki Minematsu, Gakuto Kurata, Keikichi Hirose:
Integration of MLLR adaptation with pronunciation proficiency adaptation for non-native speech recognition. INTERSPEECH 2002: 529-532 - [c1]Nobuaki Minematsu, Gakuto Kurata, Keikichi Hirose:
Corpus-based analysis of English spoken by Japanese students in view of the entire phonemic system of English. INTERSPEECH 2002: 1213-1216
Coauthor Index
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