Latest Research in Speech and Audio Processing

30 research papers · 2026 median publication year

Top Research Topics in Speech and Audio Processing

Highest-Cited Papers

  1. Deep Learning Based Relative Transfer Matrix Estimation for Multiple Sources and Multiple Microphones
  2. MiDashengLM-Gen: Unified Audio Scene Generation via LLM-Driven Autoregressive Flow Matching
  3. Vorch-Streamer: Extending Human Audio-Visual Generation to Real-Time Long-Form Streaming
  4. FiPA-SR -- FiLM-Conditioned Perceptually Informed Audio Super-Resolution
  5. Neural Morphing: Sequence-Optimized Token-Level Morphing in Neural Audio Codecs
  6. MeloCodec: Harnessing Melodic Priors for High-Fidelity Singing Voice Representation
  7. Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval
  8. Adaptive Perturbation Selection for Contrastive Audio Decoding
  9. Zero-Latency Client-Side Audio Vocal Separation via Stereo Phase Subtraction and Formant Notch Filter Banks
  10. Zero-Latency Client-Side Audio Vocal Separation via Stereo Phase Subtraction and Formant Notch Filter Banks
  11. Simulation-Based Plate-Reverb Parameter Estimation from a Single Impulse Response
  12. Qwen-Audio-3.0-Gen-Preview Technical Report
  13. Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection
  14. Audio dequantization using instantaneous frequency
  15. Mind the Microphone Gap: Benchmarking Array Upsampling Strategies for Latent Acoustic Mapping
  16. Revisiting Vocos: That Phasiness Business in Time-Frequency Neural Vocoding
  17. The Equalizer: Introducing Shape-Gain Decomposition in Neural Audio Codecs
  18. E-commerce video & content understanding via vision: a comprehensive study on lip reading and visual speech recognition for enhanced shopping experience
  19. EEG-based automated evaluation of automotive sound quality using ensemble deep learning
  20. Investigating Codec-Internal Latent Audio Watermarking for Neural Codec Robustness
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2026 AUG Q2

Speech and Audio Processing

30 papers

Top Topics (9)

Sound11
Audio and Speech Processing9
Speech and Audio Processing3
Machine Learning2
Computer Vision and Pattern Recognition1
Vehicle Noise and Vibration Control1
Generative Adversarial Networks and Image Synthesis1
Data Structures and Algorithms1
Music Technology and Sound Studies1

Top Publications (20)

1.Deep Learning Based Relative Transfer Matrix Estimation for Multiple Sources and Multiple Microphones2.MiDashengLM-Gen: Unified Audio Scene Generation via LLM-Driven Autoregressive Flow Matching3.Vorch-Streamer: Extending Human Audio-Visual Generation to Real-Time Long-Form Streaming4.FiPA-SR -- FiLM-Conditioned Perceptually Informed Audio Super-Resolution5.Neural Morphing: Sequence-Optimized Token-Level Morphing in Neural Audio Codecs6.MeloCodec: Harnessing Melodic Priors for High-Fidelity Singing Voice Representation7.Interpretable MEG Decoding of Perceived Speech: Cortical Sources and the Stimulus Features That Drive Retrieval8.Adaptive Perturbation Selection for Contrastive Audio Decoding9.Zero-Latency Client-Side Audio Vocal Separation via Stereo Phase Subtraction and Formant Notch Filter Banks10.Zero-Latency Client-Side Audio Vocal Separation via Stereo Phase Subtraction and Formant Notch Filter Banks11.Simulation-Based Plate-Reverb Parameter Estimation from a Single Impulse Response12.Qwen-Audio-3.0-Gen-Preview Technical Report13.Audio-Anchored Fusion of Multi-Ratio DiT Reconstruction Residuals for Cross-Domain Audio Deepfake Detection14.Audio dequantization using instantaneous frequency15.Mind the Microphone Gap: Benchmarking Array Upsampling Strategies for Latent Acoustic Mapping16.Revisiting Vocos: That Phasiness Business in Time-Frequency Neural Vocoding17.The Equalizer: Introducing Shape-Gain Decomposition in Neural Audio Codecs18.E-commerce video & content understanding via vision: a comprehensive study on lip reading and visual speech recognition for enhanced shopping experience19.EEG-based automated evaluation of automotive sound quality using ensemble deep learning20.Investigating Codec-Internal Latent Audio Watermarking for Neural Codec Robustness
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