Takuya Yoshioka
29 papers · 2016–2024 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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(26)
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(12)
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Keyword Champion
(3)
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Dynamic Duo
(15)
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Prolific Year Β· Productive
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(117)
Top co-authors
Research topics
Speech & Audio
(23)
Machine Learning
(16)
Deep Learning
(15)
Recognition
(15)
Architectures
(11)
Synthesis
(11)
Application Areas
(7)
Learning Types Β· Machine Learning
(7)
Optimization & Theory
(5)
Artificial Intelligence
(4)
Analysis
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(3)
Techniques
(3)
Computer Science
(1)
Keywords
automatic speech recognition
(10)
speech separation
(8)
speech enhancement
(6)
speaker diarization
(4)
speaker identification
(3)
speech recognition
(3)
meeting transcription
(3)
speaker embedding
(3)
word error rate
(3)
speaker counting
(3)
multimodal learning
(3)
teacher-student learning
(3)
serialized output training
(3)
bidirectional long short-term memory
(3)
model compression
(3)
end-to-end speech recognition
(2)
knowledge distillation
(2)
convolutional neural network
(2)
deep neural network
(2)
deep learning
(2)
Papers
i-Code Studio: A Configurable and Composable Framework for Integrative AI
EMNLP 2024
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data
NAACL 2024
Knowledge boosting during low-latency inference
Interspeech 2024
Target conversation extraction: Source separation using turn-taking dynamics
Interspeech 2024
Adapting Multi-Lingual ASR Models for Handling Multiple Talkers
Interspeech 2023
Factual Consistency Oriented Speech Recognition
Interspeech 2023
i-Code: An Integrative and Composable Multimodal Learning Framework
AAAI 2023
Real-Time Joint Personalized Speech Enhancement and Acoustic Echo Cancellation
Interspeech 2023
Speaker Diarization for ASR Output with T-vectors: A Sequence Classification Approach
Interspeech 2023
Fast Real-time Personalized Speech Enhancement: End-to-End Enhancement Network (E3Net) and Knowledge Distillation
Interspeech 2022
Leveraging Real Conversational Data for Multi-Channel Continuous Speech Separation
Interspeech 2022
Separating Long-Form Speech with Group-wise Permutation Invariant Training
Interspeech 2022
Streaming Multi-Talker ASR with Token-Level Serialized Output Training
Interspeech 2022
Streaming Speaker-Attributed ASR with Token-Level Speaker Embeddings
Interspeech 2022
End-to-End Speaker-Attributed ASR with Transformer
Interspeech 2021
Human Listening and Live Captioning: Multi-Task Training for Speech Enhancement
Interspeech 2021
Investigation of Practical Aspects of Single Channel Speech Separation for ASR
Interspeech 2021
Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone
Interspeech 2021
Ultra Fast Speech Separation Model with Teacher Student Learning
Interspeech 2021
An End-to-End Architecture of Online Multi-Channel Speech Separation
Interspeech 2020
Joint Speaker Counting, Speech Recognition, and Speaker Identification for Overlapped Speech of any Number of Speakers
Interspeech 2020
Neural Speech Separation Using Spatially Distributed Microphones
Interspeech 2020
Serialized Output Training for End-to-End Overlapped Speech Recognition
Interspeech 2020
Meeting Transcription Using Asynchronous Distant Microphones
Interspeech 2019
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation
Interspeech 2018
Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
Interspeech 2018
Context Adaptive Neural Network for Rapid Adaptation of Deep CNN Based Acoustic Models
Interspeech 2016
Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion
Interspeech 2016
Robust Example Search Using Bottleneck Features for Example-Based Speech Enhancement
Interspeech 2016