Kyoto University · Graduate School of Informatics · 准教授

Research keywords音響信号処理・機械学習・音響イベント検出・異常音検知・深層学習

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• Estimation of Work Activities in Construction Sites Using Ambient Sounds: A Case Study with Cloud Cameras2025 · Artificial Intelligence in Architecture, Engineering and Construction (AI in AEC), 2025.,
• M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation2024 · Proceedings of INTERSPEECH 2024,
• Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring2024 · Proceedings of Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop 2024,
• Challenges in Text-to-Audio Synthesis: From Foley to Sound Scenes2024 · Proceedings of NeurIPS 2024 Workshop on AI-Driven Speech, Music, and Sound Generation (Audio Imagination),

• 統計的手法に基づく環境音の合成・変換のためのデータセット構築の指針の確立と共用データセットの構築
• 視聴覚データに対する印象情報を活用した環境音認識・合成のための共用データセット構築と基本性能評価
• 画像からの環境音合成に向けたデータセット構築と基本性能評価
• 場面や心情を考慮した効果音・環境音キャプションの自動生成

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