Gakuto Kurata - RankMe

76 papers A* 3A 32C 3Misc 15Journal 16Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities. ASRU George Saon, Avihu Dekel, Alexander Brooks, Tohru Nagano, Abraham Daniels, Aharon Satt, Ashish R. Mittal, Brian Kingsbury, David Haws, Edmilson Da Silva Morais, Gakuto Kurata, Hagai Aronowitz, Ibrahim Ibrahim, Hong-Kwang Kuo, Kate Soule, Luis A. Lastras, Masayuki Suzuki, Ron Hoory, Samuel Thomas, Sashi Novitasari, Takashi Fukuda, Vishal Sunder, Xiaodong Cui, Zvi Kons
2025	A	`conf`	Improving End-to-end Mixed-case ASR with Knowledge Distillation and Integration of Voice Activity Cues. INTERSPEECH Sashi Novitasari, Takashi Fukuda, Gakuto Kurata
2025	Misc	`conf`	Knowledge Distillation Based Training of Unified Conformer CTC Models for Multi-form ASR. ICASSP Takashi Fukuda, Gakuto Kurata, George Saon
2025	Misc	`conf`	LLM based Text Generation for Improved Low-resource Speech Recognition Models. ICASSP Tohru Nagano, Gakuto Kurata, Samuel Thomas, Hong-Kwang Jeff Kuo, Daniel Bolaños, Hyun Jung, George Saon
2025	A	`conf`	Voice Activity-based Text Segmentation for ASR Text Denormalization. INTERSPEECH Sashi Novitasari, Takashi Fukuda, Gakuto Kurata
2024	Misc	`conf`	Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems. ICASSP Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Masayasu Muraoka, George Saon
2024	—	`conf`	Robust ASR Error Correction with Conservative Data Filtering. EMNLP (Industry Track) Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata
2024	J	`jnl`	Robust ASR Error Correction with Conservative Data Filtering. CoRR Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka, Gakuto Kurata
2023	J	`jnl`	Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems. CoRR Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Masayasu Muraoka, George Saon
2023	A*	`conf`	Speech-enriched Memory for Inference-time Adaptation of ASR Models to Word Dictionaries. EMNLP Ashish R. Mittal, Sunita Sarawagi, Preethi Jyothi, George Saon, Gakuto Kurata
2022	A	`conf`	Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. INTERSPEECH Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon
2022	J	`jnl`	Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems. CoRR Takuma Udagawa, Masayuki Suzuki, Gakuto Kurata, Nobuyasu Itoh, George Saon
2022	A	`conf`	Global RNN Transducer Models For Multi-dialect Speech Recognition. INTERSPEECH Takashi Fukuda, Samuel Thomas, Masayuki Suzuki, Gakuto Kurata, George Saon, Brian Kingsbury
2022	A	`conf`	Improving ASR Robustness in Noisy Condition Through VAD Integration. INTERSPEECH Sashi Novitasari, Takashi Fukuda, Gakuto Kurata
2022	A	`conf`	Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. INTERSPEECH Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata
2022	J	`jnl`	Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing. CoRR Xiaodong Cui, George Saon, Tohru Nagano, Masayuki Suzuki, Takashi Fukuda, Brian Kingsbury, Gakuto Kurata
2021	Misc	`conf`	Generalized Knowledge Distillation from an Ensemble of Specialized Teachers Leveraging Unsupervised Neural Clustering. ICASSP Takashi Fukuda, Gakuto Kurata
2021	A	`conf`	Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio. Interspeech Gakuto Kurata, George Saon, Brian Kingsbury, David Haws, Zoltán Tüske
2021	J	`jnl`	Knowledge Distillation Leveraging Alternative Soft Targets from Non-Parallel Qualified Speech Data. CoRR Tohru Nagano, Takashi Fukuda, Gakuto Kurata
2021	J	`jnl`	RNN Transducer Models For Spoken Language Understanding. CoRR Samuel Thomas, Hong-Kwang Jeff Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory
2021	Misc	`conf`	RNN Transducer Models for Spoken Language Understanding. ICASSP Samuel Thomas, Hong-Kwang Jeff Kuo, George Saon, Zoltán Tüske, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory
2020	Misc	`conf`	Converting Written Language to Spoken Language with Neural Machine Translation for Language Modeling. ICASSP Shintaro Ando, Masayuki Suzuki, Nobuyasu Itoh, Gakuto Kurata, Nobuaki Minematsu
2020	A	`conf`	End-to-End Spoken Language Understanding Without Full Transcripts. INTERSPEECH Hong-Kwang Jeff Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis A. Lastras
2020	J	`jnl`	End-to-End Spoken Language Understanding Without Full Transcripts. CoRR Hong-Kwang Jeff Kuo, Zoltán Tüske, Samuel Thomas, Yinghui Huang, Kartik Audhkhasi, Brian Kingsbury, Gakuto Kurata, Zvi Kons, Ron Hoory, Luis A. Lastras
2020	A	`conf`	Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition. INTERSPEECH Gakuto Kurata, George Saon
2020	A	`conf`	New Advances in Speaker Diarization. INTERSPEECH Hagai Aronowitz, Weizhong Zhu, Masayuki Suzuki, Gakuto Kurata, Ron Hoory
2020	Misc	`conf`	Speaker Embeddings Incorporating Acoustic Conditions for Diarization. ICASSP Yosuke Higuchi, Masayuki Suzuki, Gakuto Kurata
2019	C	`conf`	Data Augmentation Based on Vowel Stretch for Improving Children's Speech Recognition. ASRU Tohru Nagano, Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata
2019	A	`conf`	Direct Neuron-Wise Fusion of Cognate Neural Networks. INTERSPEECH Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata
2019	Misc	`conf`	English Broadcast News Speech Recognition by Humans and Machines. ICASSP Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko
2019	J	`jnl`	English Broadcast News Speech Recognition by Humans and Machines. CoRR Samuel Thomas, Masayuki Suzuki, Yinghui Huang, Gakuto Kurata, Zoltán Tüske, George Saon, Brian Kingsbury, Michael Picheny, Tom Dibert, Alice Kaiser-Schatzlein, Bern Samko
2019	A	`conf`	Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation. INTERSPEECH Gakuto Kurata, Kartik Audhkhasi
2019	J	`jnl`	Guiding CTC Posterior Spike Timings for Improved Posterior Fusion and Knowledge Distillation. CoRR Gakuto Kurata, Kartik Audhkhasi
2019	Misc	`conf`	Improvements to N-gram Language Model Using Text Generated from Neural Language Model. ICASSP Masayuki Suzuki, Nobuyasu Itoh, Tohru Nagano, Gakuto Kurata, Samuel Thomas
2019	A	`conf`	Multi-Task CTC Training with Auxiliary Feature Reconstruction for End-to-End Speech Recognition. INTERSPEECH Gakuto Kurata, Kartik Audhkhasi
2018	A	`conf`	Data Augmentation Improves Recognition of Foreign Accented Speech. INTERSPEECH Takashi Fukuda, Raul Fernandez, Andrew Rosenberg, Samuel Thomas, Bhuvana Ramabhadran, Alexander Sorin, Gakuto Kurata
2018	—	`conf`	Improved Knowledge Distillation from Bi-Directional to Uni-Directional LSTM CTC for End-to-End Speech Recognition. SLT Gakuto Kurata, Kartik Audhkhasi
2018	A	`conf`	Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models. INTERSPEECH Masayuki Suzuki, Tohru Nagano, Gakuto Kurata, Samuel Thomas
2017	Misc	`conf`	Effective joint training of denoising feature space transforms and Neural Network based acoustic models. ICASSP Takashi Fukuda, Osamu Ichikawa, Gakuto Kurata, Ryuki Tachibana, Samuel Thomas, Bhuvana Ramabhadran
2017	A	`conf`	Efficient Knowledge Distillation from an Ensemble of Teachers. INTERSPEECH Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata, Samuel Thomas, Jia Cui, Bhuvana Ramabhadran
2017	A	`conf`	Empirical Exploration of Novel Architectures and Objectives for Language Models. INTERSPEECH Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, George Saon
2017	A	`conf`	English Conversational Telephone Speech Recognition by Humans and Machines. INTERSPEECH 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
2017	J	`jnl`	English Conversational Telephone Speech Recognition by Humans and Machines. CoRR 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
2017	A	`conf`	Ensembles of Multi-Scale VGG Acoustic Models. INTERSPEECH Michael Heck, Masayuki Suzuki, Takashi Fukuda, Gakuto Kurata, Satoshi Nakamura
2017	A	`conf`	Factorial Modeling for Effective Suppression of Directional Noise. INTERSPEECH Osamu Ichikawa, Takashi Fukuda, Gakuto Kurata, Steven J. Rennie
2017	Misc	`conf`	Harmonic feature fusion for robust neural network-based acoustic modeling. ICASSP Osamu Ichikawa, Takashi Fukuda, Masayuki Suzuki, Gakuto Kurata, Bhuvana Ramabhadran
2017	J	`jnl`	Language Modeling with Highway LSTM. CoRR Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy
2017	C	`conf`	Language modeling with highway LSTM. ASRU Gakuto Kurata, Bhuvana Ramabhadran, George Saon, Abhinav Sethy
2017	A	`conf`	Symbol Sequence Search from Telephone Conversation. INTERSPEECH Masayuki Suzuki, Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Kenneth Ward Church, Mark Drake
2016	A	`conf`	Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling. INTERSPEECH Gakuto Kurata, Brian Kingsbury
2016	—	`conf`	Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence. HLT-NAACL Gakuto Kurata, Bing Xiang, Bowen Zhou
2016	A	`conf`	Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling. INTERSPEECH Gakuto Kurata, Bing Xiang, Bowen Zhou
2016	J	`jnl`	Leveraging Sentence-level Information with Encoder LSTM for Natural Language Understanding. CoRR Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu
2016	A*	`conf`	Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling. EMNLP Gakuto Kurata, Bing Xiang, Bowen Zhou, Mo Yu
2016	Misc	`conf`	Speech recognition robust against speech overlapping in monaural recordings of telephone conversations. ICASSP Masayuki Suzuki, Gakuto Kurata, Tohru Nagano, Ryuki Tachibana
2015	A	`conf`	A metric for evaluating speech recognizer output based on human-perception model. INTERSPEECH Nobuyasu Itoh, Gakuto Kurata, Ryuki Tachibana, Masafumi Nishimura
2015	A	`conf`	Deep neural network training emphasizing central frames. INTERSPEECH Gakuto Kurata, Daniel Willett
2015	J	`jnl`	Discriminative re-ranking for automatic speech recognition by leveraging invariant structures. Speech Commun. Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
2014	—	`conf`	Leveraging phonetic context dependent invariant structure for continuous speech recognition. ChinaSIP Congying Zhang, Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
2012	J	`jnl`	Acoustically discriminative language model training with pseudo-hypothesis. Speech Commun. Gakuto Kurata, Abhinav Sethy, Bhuvana Ramabhadran, Ariya Rastrow, Nobuyasu Itoh, Masafumi Nishimura
2012	A	`conf`	Discriminative Reranking for LVCSR Leveraging Invariant Structure. INTERSPEECH Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
2012	J	`jnl`	Leveraging word confusion networks for named entity modeling and detection from conversational telephone speech. Speech Commun. Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran
2011	A	`conf`	Acoustic Model Training with Detecting Transcription Errors in the Training Data. INTERSPEECH Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura
2011	A	`conf`	Continuous Digits Recognition Leveraging Invariant Structure. INTERSPEECH Masayuki Suzuki, Gakuto Kurata, Masafumi Nishimura, Nobuaki Minematsu
2011	Misc	`conf`	Named entity recognition from Conversational Telephone Speech leveraging Word Confusion Networks for training and recognition. ICASSP Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura, Abhinav Sethy, Bhuvana Ramabhadran
2011	Misc	`conf`	Training of error-corrective model for ASR without using audio data. ICASSP Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura
2009	Misc	`conf`	Acoustically discriminative training for language models. ICASSP Gakuto Kurata, Nobuyasu Itoh, Masafumi Nishimura
2007	J	`jnl`	Automatic Prosody Labeling Using Multiple Models for Japanese. IEICE Trans. Inf. Syst. Ryuki Tachibana, Tohru Nagano, Gakuto Kurata, Masafumi Nishimura, Noboru Babaguchi
2007	A	`conf`	Preliminary experiments toward automatic generation of new TTS voices from recorded speech alone. INTERSPEECH Ryuki Tachibana, Tohru Nagano, Gakuto Kurata, Masafumi Nishimura, Noboru Babaguchi
2007	—	`conf`	Unsupervised Lexicon Acquisition from Speech and Text. ICASSP (4) Gakuto Kurata, Shinsuke Mori, Nobuyasu Itoh, Masafumi Nishimura
2006	A*	`conf`	Phoneme-to-Text Transcription System with an Infinite Vocabulary. ACL Shinsuke Mori, Daisuke Takuma, Gakuto Kurata
2006	—	`conf`	Unsupervised Adaptation of a Stochastic Language Model Using a Japanese Raw Corpus. ICASSP (1) Gakuto Kurata, Shinsuke Mori, Masafumi Nishimura
2005	A	`conf`	Class-based variable memory length Markov model. INTERSPEECH Shinsuke Mori, Gakuto Kurata
2004	—	`conf`	GDQA: Graph Driven Question Answering System - NTCIR-4 QAC2 Experiments. NTCIR Gakuto Kurata, Naoaki Okazaki, Mitsuru Ishizuka
2002	A	`conf`	Corpus-based analysis of English spoken by Japanese students in view of the entire phonemic system of English. INTERSPEECH Nobuaki Minematsu, Gakuto Kurata, Keikichi Hirose
2002	A	`conf`	Integration of MLLR adaptation with pronunciation proficiency adaptation for non-native speech recognition. INTERSPEECH Nobuaki Minematsu, Gakuto Kurata, Keikichi Hirose