Latest Research in Sound

10 research papers · 2026 median publication year

Top Research Topics in Sound

Highest-Cited Papers

  1. POLARIS: Training-Free Audio Fingerprinting with Saliency-Based Landmarks and Delaunay Grouping
  2. DuoTok: Source-Aware Dual-Track Music Tokenization for Vocal-Accompaniment Generation
  3. Frequency-Aware Self-Supervised Music Representation Learning
  4. Semantic Refinement of Universal Audio Representations through Audio-Description Alignment
  5. Development of a Deep Learning Model for Audio Question Answering (AQA)
  6. Dual-correlation graph attention network with supervision augmentation for polyphonic instrument recognition
  7. Memory as transformation: LETHE, a self-referential gan-inspired architecture
  8. Ontology-based Target Sound Extraction
  9. TEMPO: Temporally-grounded Multi-task Post-training for Large Audio-Language Models
  10. Exploring the Design Space of Representation Learning for Audio Transformations
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
L3 Region - - 2026 Sep Q3
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.