Tatsuya Komatsu
12 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(72)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Speech & Audio
(7)
Artificial Intelligence
(4)
Learning Types Β· Deep Learning
(4)
Recognition
(4)
Core Methods
(3)
Optimization & Theory
(3)
Application Areas
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Synthesis
(2)
Computer Science
(1)
Keywords
automatic speech recognition
(3)
intermediate prediction
(3)
connectionist temporal classification
(3)
self-conditioned ctc
(2)
data augmentation
(1)
speech recognition
(1)
multi-task learning
(1)
multimodal learning
(1)
variational inference
(1)
image captioning
(1)
video understanding
(1)
information retrieval
(1)
adversarial training
(1)
speech enhancement
(1)
variational bayesian
(1)
audio-text retrieval
(1)
speech dereverberation
(1)
speech processing
(1)
itakura-saito divergence
(1)
probabilistic modeling
(1)
Papers
Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos
Interspeech 2025
Leveraging Unlabeled Audio for Audio-Text Contrastive Learning via Audio-Composed Text Features
Interspeech 2025
Audio Fingerprinting with Holographic Reduced Representations
Interspeech 2024
Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection
EMNLP 2024
Universal Score-based Speech Enhancement with High Content Preservation
Interspeech 2024
Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences
Interspeech 2023
Better Intermediates Improve CTC Inference
Interspeech 2022
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR
Interspeech 2022
Acoustic Event Detection with Classifier Chains
Interspeech 2021
Relaxing the Conditional Independence Assumption of CTC-Based ASR by Conditioning on Intermediate Predictions
Interspeech 2021
Multichannel Loss Function for Supervised Speech Source Separation by Mask-Based Beamforming
Interspeech 2019
Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function
Interspeech 2019