Latest Research in Audio and Speech Processing

33 research papers · 2026 median publication year

Top Research Topics in Audio and Speech Processing

Highest-Cited Papers

  1. Analysing Korean children's speech data for early childhood educational services: age-specific insights from text and audio analysis
  2. Comprehensive review of traditional and deep learning approaches to text to speech synthesis
  3. CookVoice: Unified Framework for Style Controllable Multi-Modal Human Voice Generation
  4. The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset
  5. Semantic Audio Effects Mapping for Reverberation via Rule-Anchored Fusion
  6. Semantic Audio Effects Mapping for Reverberation via Rule-Anchored Fusion
  7. HyWA: Architecture-Preserving Personalized Voice Activity Detection for Full-Duplex Voice Assistants
  8. Whisper-Aware LLM: Self-Supervised Uncertainty Learning for Robust Whispered Speech Recognition
  9. ReLMCodec: Designing Predictable Speech Tokens from Pre-Quantization Phoneme Structure
  10. SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation
  11. Integrating Human Linguistic Insights into AI: Theory-Driven Representation for Multilingual Text-to-Speech
  12. Analyzing Speech Condition Effects in Dysarthric ASR: A Layer-wise Probing Study
  13. Latent Softmax for Data-Efficient Phoneme-Based Multilingual ASR Across Tonal and Non-Tonal Languages
  14. Improving ASR Fairness for Cleft Lip and Palate Speech: A Study on Severity-Aware Data Mixing
  15. The Learning Objective Governs Perceptual Narrowing: A Cross-Lingual, Layer-Wise, Ten-Seed Study of Self-Supervised Speech Encoders
  16. SoniSpeech: A Large-Scale Open-Vocabulary Tri-Modal Dataset for Wearable Silent Speech Interfaces
  17. Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation
  18. Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens
  19. YazSes: An Offline, Privacy-First, Cross-Platform Hold-to-Talk Voice-Dictation System
  20. Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features
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2026 AUG Q2

Audio and Speech Processing

33 papers

Top Topics (10)

Sound10
Audio and Speech Processing9
Computation and Language6
Music Technology and Sound Studies2
Language Development and Disorders1
Speech Recognition and Synthesis1
Computer Vision and Pattern Recognition1
Cryptography and Security1
Human-Computer Interaction1
Voice and Speech Disorders1

Top Publications (20)

1.Analysing Korean children's speech data for early childhood educational services: age-specific insights from text and audio analysis2.Comprehensive review of traditional and deep learning approaches to text to speech synthesis3.CookVoice: Unified Framework for Style Controllable Multi-Modal Human Voice Generation4.The GENEA Challenge 2026: A Large-Scale Disentangled Evaluation of Speech-Driven Gesture Generation on the Seamless Interaction Dataset5.Semantic Audio Effects Mapping for Reverberation via Rule-Anchored Fusion6.Semantic Audio Effects Mapping for Reverberation via Rule-Anchored Fusion7.HyWA: Architecture-Preserving Personalized Voice Activity Detection for Full-Duplex Voice Assistants8.Whisper-Aware LLM: Self-Supervised Uncertainty Learning for Robust Whispered Speech Recognition9.ReLMCodec: Designing Predictable Speech Tokens from Pre-Quantization Phoneme Structure10.SemBridge: Semantic Token Anchoring for Continuous-Latent Autoregressive Speech Generation11.Integrating Human Linguistic Insights into AI: Theory-Driven Representation for Multilingual Text-to-Speech12.Analyzing Speech Condition Effects in Dysarthric ASR: A Layer-wise Probing Study13.Latent Softmax for Data-Efficient Phoneme-Based Multilingual ASR Across Tonal and Non-Tonal Languages14.Improving ASR Fairness for Cleft Lip and Palate Speech: A Study on Severity-Aware Data Mixing15.The Learning Objective Governs Perceptual Narrowing: A Cross-Lingual, Layer-Wise, Ten-Seed Study of Self-Supervised Speech Encoders16.SoniSpeech: A Large-Scale Open-Vocabulary Tri-Modal Dataset for Wearable Silent Speech Interfaces17.Beyond Prompt Adherence: Auditing Attribute-Level Voice Control in Speech Generation18.Stable Autoregressive Speech Generation with Low-Frame-Rate High-Dimensional Continuous Tokens19.YazSes: An Offline, Privacy-First, Cross-Platform Hold-to-Talk Voice-Dictation System20.Improving Zero-Shot Phonetic Classification through Language-Agnostic Articulatory Features
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