Latest Research in Speech and Audio Processing

Top Research Topics in Speech and Audio Processing

• Sound — 16 papers
• Audio and Speech Processing — 6 papers
• Speech and Audio Processing — 2 papers
• Vehicle Noise and Vibration Control — 1 papers
• Machine Learning — 1 papers
• Generative Adversarial Networks and Image Synthesis — 1 papers
• Data Structures and Algorithms — 1 papers
• Music Technology and Sound Studies — 1 papers
• Music and Audio Processing — 1 papers

Highest-Cited Papers

1. Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection
2. Mind the Microphone Gap: Benchmarking Array Upsampling Strategies for Latent Acoustic Mapping
3. Revisiting Vocos: That Phasiness Business in Time-Frequency Neural Vocoding
4. The Equalizer: Introducing Shape-Gain Decomposition in Neural Audio Codecs
5. E-commerce video & content understanding via vision: a comprehensive study on lip reading and visual speech recognition for enhanced shopping experience
6. EEG-based automated evaluation of automotive sound quality using ensemble deep learning
7. Investigating Codec-Internal Latent Audio Watermarking for Neural Codec Robustness
8. Black-Box Optimization for Identifying and Inverting Audio Dynamic Range Control Effects
9. Encode Once, Decode Never: Reusing Audio LM Internals for Efficient Temporal Localization
10. CAPS: A Cascaded Reconstruction Model to Power Saving in Hearables Using Sub-Nyquist Sampling with Bandwidth Extension
11. End-to-End Markov State Sequence Learning for Auditory Attention Decoding
12. What does the model actually see? Evaluation protocols and input availability in data-driven prediction of room acoustic parameters
13. Time-Varying Audio Effect Modeling by End-to-End Adversarial Training
14. SALMONN-2: Advancing General-Purpose Hearing Abilities with Self-Supervised Representations
15. HARP: Harmonic-Aware Residual Partitioning for Neural Audio Codecs
16. A Study of Parallelizable Alternatives to Dynamic Time Warping for Aligning Long Sequences
17. Noise-Adversarial Denoising of Motor Acoustic Signals Across Noise Domains
18. Neural Morphing: Sequence-Optimized Token-Level Morphing in Neural Audio Codecs
19. Low-Latency Neural Models for Real-Time Music Enhancement
20. Semantic Sampling via Learnable Observation Front Ends