Latest Research in Sound

122 research papers · 2026 median publication year

Top Research Topics in Sound

Highest-Cited Papers

  1. Expressive Dizi Synthesis: Unlimited Synthetic Datasets, Real–Synthetic Integration and Technique Labeling
  2. MuseCritic: Learning Multi-Aspect Song Rewards through Natural-Language Aesthetic Critiques
  3. Dialogue-Aware Video-to-Music Generation Using Public Domain Film Collections
  4. HarmoniDPO: Video-guided Audio Generation via Preference-Optimized Diffusion
  5. Classification of Assamese regional songs using a hybrid model of machine learning and deep learning
  6. Plainchant music modeling through Zipf’s law
  7. Beyond Dry References: Learning Relative Audio Effects Representations via Contrastive Distance Learning
  8. A Dataset and Benchmark for Optical Music Recognition of String Quartet Scores
  9. MAJEPPA: Morphing and Assessing in a Unified Piano Performance Space
  10. Beyond Reconstruction: Full-Context Generative DiT for Music Generation
  11. Ex-Omni-2D: Expressive Omni-Modal Dialogue Models with Native Visual Presence
  12. Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis
  13. Qwen-MusicAVQA-7B: A Multimodal Model for Music Audio-Visual QA
  14. CLASVS: Continuous-Latent Autoregression for Melody-Preserving Lyric Editing in Singing Voice Synthesis
  15. AudioMap: Cloze-and-Choice Reinforcement Learning for Time-Aware Dense Audio Captioning
  16. SonicWeave: Chunk-Routed Mixture-of-Experts for Unified Audio Scene Generation
  17. RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction
  18. MusicLayout: Explicit Structural Planning for Controllable Text-to-Music Generation
  19. SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding
  20. NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
L3 Region
2026 AUG Q2

Sound

122 papers

Top Topics (10)

Sound70
Music and Audio Processing15
Audio and Speech Processing13
Computer Vision and Pattern Recognition10
Multimedia2
Diverse Music Education Insights2
Human Motion and Animation2
Neuroscience and Music Perception2
Artificial Intelligence1
Human-Computer Interaction1

Top Publications (20)

1.Expressive Dizi Synthesis: Unlimited Synthetic Datasets, Real–Synthetic Integration and Technique Labeling2.MuseCritic: Learning Multi-Aspect Song Rewards through Natural-Language Aesthetic Critiques3.Dialogue-Aware Video-to-Music Generation Using Public Domain Film Collections4.HarmoniDPO: Video-guided Audio Generation via Preference-Optimized Diffusion5.Classification of Assamese regional songs using a hybrid model of machine learning and deep learning6.Plainchant music modeling through Zipf’s law7.Beyond Dry References: Learning Relative Audio Effects Representations via Contrastive Distance Learning8.A Dataset and Benchmark for Optical Music Recognition of String Quartet Scores9.MAJEPPA: Morphing and Assessing in a Unified Piano Performance Space10.Beyond Reconstruction: Full-Context Generative DiT for Music Generation11.Ex-Omni-2D: Expressive Omni-Modal Dialogue Models with Native Visual Presence12.Pitch Contour Tokenization using VQ-VAE and Its Application on Korean Traditional Music Analysis13.Qwen-MusicAVQA-7B: A Multimodal Model for Music Audio-Visual QA14.CLASVS: Continuous-Latent Autoregression for Melody-Preserving Lyric Editing in Singing Voice Synthesis15.AudioMap: Cloze-and-Choice Reinforcement Learning for Time-Aware Dense Audio Captioning16.SonicWeave: Chunk-Routed Mixture-of-Experts for Unified Audio Scene Generation17.RAG-Audio: Retrieval-Augmented Generation for Faithful Brain-to-Audio Reconstruction18.MusicLayout: Explicit Structural Planning for Controllable Text-to-Music Generation19.SpotSound: Enhancing Large Audio-Language Models with Fine-Grained Temporal Grounding20.NBA_Streaming: A Large-Scale Benchmark for Fine-Grained Basketball Commentary Generation in Continuous Streams
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.