Hokuto Munakata
6 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Deep Learning
(6)
Learning Types · Deep Learning
(4)
Artificial Intelligence
(2)
Computer Vision
(2)
Machine Learning
(2)
Application Areas
(2)
Core AI
(2)
Processing
(2)
Data Science & Analytics
(1)
Speech & Audio
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
sound source separation
(2)
reproducible research
(1)
blind source separation
(1)
data augmentation
(1)
voice conversion
(1)
multimodal learning
(1)
image captioning
(1)
video understanding
(1)
deep learning
(1)
audio-text retrieval
(1)
audio source separation
(1)
speaker diarization
(1)
multimodal retrieval
(1)
masked autoencoder
(1)
text encoder
(1)
direction of arrival
(1)
audio embedding
(1)
spatial audio
(1)
singing voice conversion
(1)
unsupervised training
(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
Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection
EMNLP 2024
Song Data Cleansing for End-to-End Neural Singer Diarization Using Neural Analysis and Synthesis Framework
Interspeech 2024
Recursive Sound Source Separation with Deep Learning-based Beamforming for Unknown Number of Sources
Interspeech 2023
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models
Interspeech 2022