Latest Research in Sound

25 research papers · 2026 median publication year

Top Research Topics in Sound

Highest-Cited Papers

  1. Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis
  2. AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition
  3. Advances in speech emotion recognition using a CNN and gender-based segmentation framework with feature selection techniques
  4. EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis
  5. Looking for Affect in Spontaneous Finnish Speech through Linguistic Interpretability
  6. A Novel Hybrid Deep Learning Technique for Speech Emotion Detection using Feature Engineering
  7. The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation
  8. Harness TTS: Towards Context-Aware Expressive Speech Synthesis with Harness Layer
  9. Explainable Lightweight Compact Deep Models for Speech Emotion Recognition
  10. AuEmoChat: Authentic Emotion Understanding and Rendering for Conversational Speech Synthesis
  11. TinyML-Based Speech Emotion Recognition on Microcontrollers Using Quantized CNNs and Mel-Filterbank Energy Features
  12. Dialogs: a studio-quality expressive conversational Russian speech corpus for dialog assistants
  13. Emotion Recognition Using Acoustic Features and Deep Learning: A Speaker-Independent Study
  14. Speaker recognition under whispered and object-in-mouth voice disguise method using hybrid feature extraction and machine learning technique
  15. SHAP-Guided explainable feature selection for efficient dialect classification
  16. Enhancing children’s emotional education with speech emotion recognition using deep learning
  17. Study of gender-specific emotion expressivity in speech using MFCC and CNN
  18. SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models
  19. TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue
  20. TRACE-EVC: Text-Guided Relative Affective Control for Zero-Shot Emotional Voice Conversion
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2026 JUL Q4

Sound

25 papers

Top Topics (7)

Sound7
Emotion and Mood Recognition7
Computation and Language5
Audio and Speech Processing3
Machine Learning1
Speech Recognition and Synthesis1
Authorship Attribution and Profiling1

Top Publications (20)

1.Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis2.AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition3.Advances in speech emotion recognition using a CNN and gender-based segmentation framework with feature selection techniques4.EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis5.Looking for Affect in Spontaneous Finnish Speech through Linguistic Interpretability6.A Novel Hybrid Deep Learning Technique for Speech Emotion Detection using Feature Engineering7.The False Resonance: A Critical Examination of Emotion Embedding Similarity for Speech Generation Evaluation8.Harness TTS: Towards Context-Aware Expressive Speech Synthesis with Harness Layer9.Explainable Lightweight Compact Deep Models for Speech Emotion Recognition10.AuEmoChat: Authentic Emotion Understanding and Rendering for Conversational Speech Synthesis11.TinyML-Based Speech Emotion Recognition on Microcontrollers Using Quantized CNNs and Mel-Filterbank Energy Features12.Dialogs: a studio-quality expressive conversational Russian speech corpus for dialog assistants13.Emotion Recognition Using Acoustic Features and Deep Learning: A Speaker-Independent Study14.Speaker recognition under whispered and object-in-mouth voice disguise method using hybrid feature extraction and machine learning technique15.SHAP-Guided explainable feature selection for efficient dialect classification16.Enhancing children’s emotional education with speech emotion recognition using deep learning17.Study of gender-specific emotion expressivity in speech using MFCC and CNN18.SPEARBench: A Benchmark for Naturalness Evaluation in Streaming Speech-to-Speech Language Models19.TurnNat: Automatic Evaluation of Turn-Taking Naturalness in Dyadic Spoken Dialogue20.TRACE-EVC: Text-Guided Relative Affective Control for Zero-Shot Emotional Voice Conversion
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