Latest Research in Sound

108 research papers · 2026 median publication year

Top Research Topics in Sound

Highest-Cited Papers

  1. Explicit Note-Event Tokenization and Pitch-Validity Constrained Decoding for MIDI-to-Tablature Transcription
  2. Ripple: Real-Time Streaming Audio-Video Generation With Cross-Modal Recurrent Memory
  3. Text2Score: Generating Sheet Music From Textual Prompts
  4. Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering
  5. Detection of AI-generated stems within hybrid human-AI music
  6. Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding
  7. Transformer-Based Rhythm Quantization of Performance MIDI Using Beat Annotations
  8. Finding the noise: Zero-shot AI Music Detection
  9. Text-Prompted CLAP: Learning Query-Conditioned Audio Representations via Contrastive Learning
  10. Qwen-Music Technical Report
  11. OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation
  12. Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models
  13. Reflector: Arrangement-Aware Harmonic Retrieval for Sample-Based Composition
  14. StemFX: Learning Mixing Style Representations via Autoregressive FX Chain Prediction on Source-Separated Stems
  15. Music-JEPA: Learning a World Model of Sound from Action
  16. CODA: Cascaded Online Discontinuity-Aware Alignment for Real-Time Image-Based Score Following
  17. Cantata: A Multi-Head Architecture for Structured Long-Form Music Generation
  18. Cantata: A Multi-Head Architecture for Structured Long-Form Music Generation
  19. AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching
  20. WanSong v1.0 Technical Report
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2026 JUL Q4

Sound

108 papers

Top Topics (10)

Sound60
Music and Audio Processing14
Computer Vision and Pattern Recognition8
Audio and Speech Processing8
Music Technology and Sound Studies4
Neuroscience and Music Perception2
Artificial Intelligence2
Diverse Music Education Insights1
Signal Processing1
Multimedia1

Top Publications (20)

1.Explicit Note-Event Tokenization and Pitch-Validity Constrained Decoding for MIDI-to-Tablature Transcription2.Ripple: Real-Time Streaming Audio-Video Generation With Cross-Modal Recurrent Memory3.Text2Score: Generating Sheet Music From Textual Prompts4.Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering5.Detection of AI-generated stems within hybrid human-AI music6.Auto-AEG: Scalable Data Construction for Open-Vocabulary Audio Event Grounding7.Transformer-Based Rhythm Quantization of Performance MIDI Using Beat Annotations8.Finding the noise: Zero-shot AI Music Detection9.Text-Prompted CLAP: Learning Query-Conditioned Audio Representations via Contrastive Learning10.Qwen-Music Technical Report11.OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation12.Improving Text-to-Audio Instruction Following via Fine-Grained Feedback from Audio-Aware Large Language Models13.Reflector: Arrangement-Aware Harmonic Retrieval for Sample-Based Composition14.StemFX: Learning Mixing Style Representations via Autoregressive FX Chain Prediction on Source-Separated Stems15.Music-JEPA: Learning a World Model of Sound from Action16.CODA: Cascaded Online Discontinuity-Aware Alignment for Real-Time Image-Based Score Following17.Cantata: A Multi-Head Architecture for Structured Long-Form Music Generation18.Cantata: A Multi-Head Architecture for Structured Long-Form Music Generation19.AG-REPA: Causal Layer Selection for Representation Alignment in Audio Flow Matching20.WanSong v1.0 Technical Report
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