Latest Research in Sound

25 research papers · 2026 median publication year

Top Research Topics in Sound

Highest-Cited Papers

  1. DINO-A: Adapting Self-Distillation Vision Transformers to General Audio Representation Learning
  2. Decoding imagined speech: role of electrode localization and subject-specific classification
  3. Neural voice activity detection with ECoG correlation structure using a chronically implanted BCI in an individual with ALS
  4. MoDAl: Self-Supervised Neural Modality Discovery via Decorrelation for Speech Neuroprosthesis
  5. Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings
  6. MAGENTA: Magnitude and Geometry-Enhanced Training Approach for Long-Tailed Sound Event Localization and Detection
  7. Deep Learning for Real-Time Sound Order Recognition in Human-Robot Interaction
  8. SAGE: Switch-Aware EEG-Guided Soft Gating for Target Speaker Extraction with In-Trial Switching
  9. Circuit breaker sound source localization method based on cross-channel attention fusion
  10. Gradient-based Optimisation of Modulation Effects
  11. Face and Voice Cross-modal Association with Learning Convex Feature Embedding
  12. Low resource multi-head self-attention based transformer for airborne acoustic classification system
  13. Does EEG Foundation Models Transfer to Speech? A Benchmark on Overt and Imagined Speech Decoding
  14. Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception
  15. From Semantics to Readout: Mechanistic Understanding of Audio Tokens after Fine-Tuning for Temporal Audio Grounding
  16. Automatic Audio Equalization with Semantic Embeddings
  17. MemNMF: Memory-Augmented NMF on LPC Spectra for Anomalous Sound Detection
  18. LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation
  19. A Phase-Coherent Four-Stage Pipeline for the Dereverberation of Quránic Recitation
  20. Auto-adaptive Resonance Equalization using Dilated Residual Networks
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2026 AUG Q2

Sound

25 papers

Top Topics (10)

Sound10
Audio and Speech Processing5
EEG and Brain-Computer Interfaces1
Voice and Speech Disorders1
Neurons and Cognition1
Signal Processing1
Thermal Analysis in Power Transmission1
Computer Vision and Pattern Recognition1
Music and Audio Processing1
Artificial Intelligence1

Top Publications (20)

1.DINO-A: Adapting Self-Distillation Vision Transformers to General Audio Representation Learning2.Decoding imagined speech: role of electrode localization and subject-specific classification3.Neural voice activity detection with ECoG correlation structure using a chronically implanted BCI in an individual with ALS4.MoDAl: Self-Supervised Neural Modality Discovery via Decorrelation for Speech Neuroprosthesis5.Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings6.MAGENTA: Magnitude and Geometry-Enhanced Training Approach for Long-Tailed Sound Event Localization and Detection7.Deep Learning for Real-Time Sound Order Recognition in Human-Robot Interaction8.SAGE: Switch-Aware EEG-Guided Soft Gating for Target Speaker Extraction with In-Trial Switching9.Circuit breaker sound source localization method based on cross-channel attention fusion10.Gradient-based Optimisation of Modulation Effects11.Face and Voice Cross-modal Association with Learning Convex Feature Embedding12.Low resource multi-head self-attention based transformer for airborne acoustic classification system13.Does EEG Foundation Models Transfer to Speech? A Benchmark on Overt and Imagined Speech Decoding14.Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception15.From Semantics to Readout: Mechanistic Understanding of Audio Tokens after Fine-Tuning for Temporal Audio Grounding16.Automatic Audio Equalization with Semantic Embeddings17.MemNMF: Memory-Augmented NMF on LPC Spectra for Anomalous Sound Detection18.LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation19.A Phase-Coherent Four-Stage Pipeline for the Dereverberation of Quránic Recitation20.Auto-adaptive Resonance Equalization using Dilated Residual Networks
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