← Authors

Takashi Fukuda

10 papers · 2017–2022 · 1 conference · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (50) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (10)

Conferences

INTERSPEECH (10)

Top co-authors

Gakuto Kurata (8) Masayuki Suzuki (5) Samuel Thomas (5) George Saon (2) Bhuvana Ramabhadran (2) Brian Kingsbury (2) Steven J. Rennie (1) Xiaodong Cui (1) Tohru Nagano (1) Sashi Novitasari (1)

Keywords

knowledge distillation (5) acoustic model (4) speech recognition (4) convolutional neural network (2) recurrent neural network (2) data augmentation (2) automatic speech recognition (1) label smoothing (1) cross-lingual transfer (1) acoustic modeling (1) speech enhancement (1) parameter sharing (1) noise reduction (1) privileged information (1) noise robustness (1) system combination (1) probabilistic framework (1) low-resource language (1) model merging (1) multi-task learning (1)

Papers

Improving ASR Robustness in Noisy Condition Through VAD Integration INTERSPEECH 2022
Global RNN Transducer Models For Multi-dialect Speech Recognition INTERSPEECH 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing INTERSPEECH 2022
Knowledge Distillation Based Training of Universal ASR Source Models for Cross-Lingual Transfer INTERSPEECH 2021
Implicit Transfer of Privileged Acoustic Information in a Generalized Knowledge Distillation Framework INTERSPEECH 2020
Direct Neuron-Wise Fusion of Cognate Neural Networks INTERSPEECH 2019
Data Augmentation Improves Recognition of Foreign Accented Speech INTERSPEECH 2018
Factorial Modeling for Effective Suppression of Directional Noise INTERSPEECH 2017
Efficient Knowledge Distillation from an Ensemble of Teachers INTERSPEECH 2017
Ensembles of Multi-Scale VGG Acoustic Models INTERSPEECH 2017