Latest Research in Music and Audio Processing

11 research papers · 2026 median publication year

Top Research Topics in Music and Audio Processing

Highest-Cited Papers

  1. Environmental Sound Classification for Audio-Based Action Recognition: A Comparative Study of Classical and Deep Models
  2. Overview and Meta-Analysis of DCASE 2026 Challenge Task 6: Audio Moment Retrieval from Long Audio
  3. Real-Time Music Source Separation on a Low-Power Audio DSP
  4. Lead Vocal Separation from Vocal Ensemble Mixtures Using Phoneme Alignment
  5. Neural Music Enhancement with Dual Time-Frequency Spectral Representations for Prediction and Discrimination
  6. AI4TEN: Fine-Tuning Pre-Trained Audio Transformers (BEATs, AST) for Cross-Dataset Acoustic Vehicle Classification with Domain Adaptation
  7. Binaural Sound Event Localization and Detection based on HRTF Cues for Humanoid Robots
  8. MADS: A Multiview Acoustic Descriptor Set Beyond Standard Spectral Summaries
  9. A Hybrid EEG-Based Approach for Classifying Sound Imagery Using Reactive Auditory Signals
  10. LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale
  11. Cross-Subject Generalization in Decoding Perceived Speech from Non-Invasive Brain Recordings
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L3 Region - - 2026 Sep Q3
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