Takafumi Moriya
31 papers · 2018–2025 · 1 venue · across top CS/AI venues
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Keyword Collector
(130)
Venues
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Research topics
Speech & Audio
(23)
Deep Learning
(18)
Recognition
(18)
Machine Learning
(16)
Architectures
(12)
Application Areas
(10)
Learning Types Β· Machine Learning
(9)
Artificial Intelligence
(7)
Learning Types Β· Deep Learning
(7)
Analysis
(5)
Core AI
(5)
Core Methods
(4)
Optimization & Theory
(3)
Synthesis
(3)
Techniques
(3)
Keywords
automatic speech recognition
(11)
knowledge distillation
(5)
self-supervised learning
(4)
neural transducer
(4)
speech representation
(3)
speech recognition
(3)
end-to-end speech recognition
(3)
domain adaptation
(2)
multi-talker speech
(2)
neural network
(2)
attention mechanism
(2)
speech summarization
(2)
speech synthesis
(2)
end-to-end model
(2)
acoustic model
(2)
model compression
(2)
real-time processing
(2)
speech enhancement
(2)
streaming speech recognition
(2)
voice conversion
(1)
Papers
Attention-Free Dual-Mode ASR with Latency-Controlled Selective State Spaces
Interspeech 2025
Real-time TSE demonstration via SoundBeam with KD
Interspeech 2025
Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding
Interspeech 2024
Factor-Conditioned Speaking-Style Captioning
Interspeech 2024
Pre-training Neural Transducer-based Streaming Voice Conversion for Faster Convergence and Alignment-free Training
Interspeech 2024
Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation
Interspeech 2024
SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling
Interspeech 2024
Unified Multi-Talker ASR with and without Target-speaker Enrollment
Interspeech 2024
Downstream Task Agnostic Speech Enhancement with Self-Supervised Representation Loss
Interspeech 2023
End-to-End Joint Target and Non-Target Speakers ASR
Interspeech 2023
Knowledge Distillation for Neural Transducer-based Target-Speaker ASR: Exploiting Parallel Mixture/Single-Talker Speech Data
Interspeech 2023
SpeechGLUE: How Well Can Self-Supervised Speech Models Capture Linguistic Knowledge?
Interspeech 2023
Transfer Learning from Pre-trained Language Models Improves End-to-End Speech Summarization
Interspeech 2023
VC-T: Streaming Voice Conversion Based on Neural Transducer
Interspeech 2023
Deep versus Wide: An Analysis of Student Architectures for Task-Agnostic Knowledge Distillation of Self-Supervised Speech Models
Interspeech 2022
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks
Interspeech 2022
End-to-End Joint Modeling of Conversation History-Dependent and Independent ASR Systems with Multi-History Training
Interspeech 2022
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations
Interspeech 2022
Streaming Target-Speaker ASR with Neural Transducer
Interspeech 2022
Cross-Modal Transformer-Based Neural Correction Models for Automatic Speech Recognition
Interspeech 2021
Investigating the Impact of Spectral and Temporal Degradation on End-to-End Automatic Speech Recognition Performance
Interspeech 2021
Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition
Interspeech 2021
Streaming End-to-End Speech Recognition for Hybrid RNN-T/Attention Architecture
Interspeech 2021
Self-Distillation for Improving CTC-Transformer-Based ASR Systems
Interspeech 2020
A Joint End-to-End and DNN-HMM Hybrid Automatic Speech Recognition System with Transferring Sharable Knowledge
Interspeech 2019
End-to-End Automatic Speech Recognition with a Reconstruction Criterion Using Speech-to-Text and Text-to-Speech Encoder-Decoders
Interspeech 2019
Joint Maximization Decoder with Neural Converters for Fully Neural Network-Based Japanese Speech Recognition
Interspeech 2019
Neural Whispered Speech Detection with Imbalanced Learning
Interspeech 2019
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization
Interspeech 2018
Encoder Transfer for Attention-based Acoustic-to-word Speech Recognition
Interspeech 2018
Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition
Interspeech 2018