Latest Research in Sound

102 research papers · 2026 median publication year

Top Research Topics in Sound

Highest-Cited Papers

  1. CustomDance: Customized 3D Dance Generation with Coarse-to-Fine Human-Centered Interactive Control
  2. Finetuning Strategies for Querying Sounds by Vocal Imitation
  3. Computational Features for Symbolic Melody Analysis
  4. Dance Movement Recognition and Analysis Based on Deep Learning and Fuzzy Control Algorithms
  5. Why GPT-Style Models Do Not Directly Transfer to Symbolic Music: Compression in the Wrong Coordinate System
  6. UniVerse: Benchmarking and Enhancing LALMs on Culturally Inclusive Low-Resource Music Understanding
  7. The Bregman Cue-Sensitivity Map: Auditory-Scene-Analysis Cues Across Music Foundation Models
  8. Machine learning of artistic fingerprints in jazz
  9. Automatic Transcription of Microtonal Free-Rhythm Vocal Music: A Case Study in Iranian Classical Music
  10. An affective computing framework for preschool music education using MoE architecture and neural radiance fields
  11. Efficient Audio-Visual Generation via Synchrony-Aware Cross-Modal Sparse Attention
  12. Whole-Piece Training for Symbolic Music Language Models via Full-Horizon Compressed Recurrence
  13. UOT-IR: Structured Routing of High-Polyphony Symbolic Music into Fixed-Budget Representations
  14. Sonalyzer-Moz: A Framework for Analyzing the Structure of Mozart's Sonata Form
  15. MusicLayout: Explicit Structural Planning for Controllable Text-to-Music Generation
  16. What Makes a Good Layer? Assessing the Layer-Wise Intrinsic Properties of Music Foundation Models
  17. ControlFoley: Unified and Controllable Video-to-Audio Generation with Cross-Modal Conflict Handling
  18. BAT: Learning to Reason about Spatial Sounds with Large Language Models
  19. SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videos
  20. Expressive Dizi Synthesis: Unlimited Synthetic Datasets, Real–Synthetic Integration and Technique Labeling
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2026 AUG Q3

Sound

102 papers

Top Topics (10)

Sound59
Audio and Speech Processing11
Music and Audio Processing9
Computer Vision and Pattern Recognition8
Human Motion and Animation3
Human-Computer Interaction2
Multimedia2
Machine Learning1
Neuroscience and Music Perception1
Emotion and Mood Recognition1

Top Publications (20)

1.CustomDance: Customized 3D Dance Generation with Coarse-to-Fine Human-Centered Interactive Control2.Finetuning Strategies for Querying Sounds by Vocal Imitation3.Computational Features for Symbolic Melody Analysis4.Dance Movement Recognition and Analysis Based on Deep Learning and Fuzzy Control Algorithms5.Why GPT-Style Models Do Not Directly Transfer to Symbolic Music: Compression in the Wrong Coordinate System6.UniVerse: Benchmarking and Enhancing LALMs on Culturally Inclusive Low-Resource Music Understanding7.The Bregman Cue-Sensitivity Map: Auditory-Scene-Analysis Cues Across Music Foundation Models8.Machine learning of artistic fingerprints in jazz9.Automatic Transcription of Microtonal Free-Rhythm Vocal Music: A Case Study in Iranian Classical Music10.An affective computing framework for preschool music education using MoE architecture and neural radiance fields11.Efficient Audio-Visual Generation via Synchrony-Aware Cross-Modal Sparse Attention12.Whole-Piece Training for Symbolic Music Language Models via Full-Horizon Compressed Recurrence13.UOT-IR: Structured Routing of High-Polyphony Symbolic Music into Fixed-Budget Representations14.Sonalyzer-Moz: A Framework for Analyzing the Structure of Mozart's Sonata Form15.MusicLayout: Explicit Structural Planning for Controllable Text-to-Music Generation16.What Makes a Good Layer? Assessing the Layer-Wise Intrinsic Properties of Music Foundation Models17.ControlFoley: Unified and Controllable Video-to-Audio Generation with Cross-Modal Conflict Handling18.BAT: Learning to Reason about Spatial Sounds with Large Language Models19.SALSA-V: Shortcut-Augmented Long-form Synchronized Audio from Videos20.Expressive Dizi Synthesis: Unlimited Synthetic Datasets, Real–Synthetic Integration and Technique Labeling
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