Latest Research in Audio and Speech Processing

Top Research Topics in Audio and Speech Processing

• Sound — 12 papers
• Audio and Speech Processing — 6 papers
• Music and Audio Processing — 3 papers
• Artificial Intelligence — 1 papers
• Speech and Audio Processing — 1 papers
• Machine Learning — 1 papers
• Face Recognition and Perception — 1 papers
• Computation and Language — 1 papers
• Emotion and Mood Recognition — 1 papers
• EEG and Brain-Computer Interfaces — 1 papers

Highest-Cited Papers

1. Low resource multi-head self-attention based transformer for airborne acoustic classification system
2. Qwen-Audio-3.0-Gen-Preview Technical Report
3. Joint Text-Audio Alignment for EEG-to-Text Decoding in Chinese Speech Production and Perception
4. From Semantics to Readout: Mechanistic Understanding of Audio Tokens after Fine-Tuning for Temporal Audio Grounding
5. Emotion-aware Multimodal Music Recommendation via Semantic Image-audio Alignment
6. Automatic Audio Equalization with Semantic Embeddings
7. MemNMF: Memory-Augmented NMF on LPC Spectra for Anomalous Sound Detection
8. LaDA-Band: Language Diffusion Models for Vocal-to-Accompaniment Generation
9. A Phase-Coherent Four-Stage Pipeline for the Dereverberation of Quránic Recitation
10. Auto-adaptive Resonance Equalization using Dilated Residual Networks
11. Is EEG-to-Text Feasible in Real-World Scenarios? An In-Depth Analysis Using a Neuropsychology-Inspired Benchmark
12. Addressing Limited Data in Auditory Attention Decoding with Diffusion Generative Models
13. NABEATs: Noise-Aware Audio Representation Learning
14. RealDESED: A Real-World Domestic Sound Event Detection Benchmark
15. Audio Diarization: A New Paradigm for Exploring Audio Recordings with Unknown Event Classes
16. Spatial-Frequency Cued Generative Fixed-Filter Active Noise Control Based on Deep Learning in Reverberant Environments
17. Structural Bottlenecks on Frequency Representation in End-to-End Audio Models
18. The Vision Basin: Cross-Modal Throughput Measurement Reveals Modality-Specific Information Extraction Rates
19. Perceptually Aligning Representations of Music via Noise-Augmented Autoencoders
20. Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing