Latest Research in Speech Emotion Dynamics

33 research papers · 2026 median publication year

Top Research Topics in Speech Emotion Dynamics

Highest-Cited Papers

  1. Marco-Voice Technical Report
  2. Bimodal Speech Emotion Recognition Using a Hybrid CNN-LSTM Architecture with Sentiment Fusion
  3. CRNN-V2: speech emotion recognition from audio signals using deep learning techniques
  4. Exploring Speech Emotion Recognition: Techniques and Emerging Trends
  5. Exploring Speech Emotion Recognition: Techniques and Emerging Trends
  6. Spatial-Temporal Relation Enhancement for Speech Emotion Recognition from Acoustic Signals Using Fibonacci Encoding with Diverse Feature Fusion
  7. Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
  8. An Intelligent Evaluation System for College Music Teaching Quality Using EXPSC-WOA and FHCA Algorithms
  9. A Study of ASR Adaptation and Representation Dimensionality Reduction in Persian Speech Emotion Recognition Using Whisper
  10. Brief speech samples reveal emotional states in daily life
  11. HyPASE: Hyperbolic Geometry for Parameter-Efficient Speech Emotion Fine-Tuning Framework for Large Audio-Language Models
  12. Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition
  13. Acoustic–phonetic characterization of affect in spontaneous Finnish
  14. Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding
  15. JoyAI-Talker: Full-Duplex Speech Interactive Large Model Built for Empathetic Voice Agents
  16. Voice command classification for mobile robotic control using mel frequency cepstral coefficients and support vector machines
  17. AuEmoChat: Authentic Emotion Understanding and Rendering for Conversational Speech Synthesis
  18. Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis
  19. A Cross-lingual Comparison of Human and Classification Model Entrainment Behavior in Code-switched Speech Settings
  20. AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition

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2026 AUG Q2

Speech Emotion Dynamics

33 papers

Top Topics (9)

Sound11
Emotion and Mood Recognition8
Computation and Language7
Audio and Speech Processing2
Diverse Music Education Insights1
Multimedia1
Phonetics and Phonology Research1
Speech Recognition and Synthesis1
Machine Learning1

Top Publications (20)

1.Marco-Voice Technical Report2.Bimodal Speech Emotion Recognition Using a Hybrid CNN-LSTM Architecture with Sentiment Fusion3.CRNN-V2: speech emotion recognition from audio signals using deep learning techniques4.Exploring Speech Emotion Recognition: Techniques and Emerging Trends5.Exploring Speech Emotion Recognition: Techniques and Emerging Trends6.Spatial-Temporal Relation Enhancement for Speech Emotion Recognition from Acoustic Signals Using Fibonacci Encoding with Diverse Feature Fusion7.Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models8.An Intelligent Evaluation System for College Music Teaching Quality Using EXPSC-WOA and FHCA Algorithms9.A Study of ASR Adaptation and Representation Dimensionality Reduction in Persian Speech Emotion Recognition Using Whisper10.Brief speech samples reveal emotional states in daily life11.HyPASE: Hyperbolic Geometry for Parameter-Efficient Speech Emotion Fine-Tuning Framework for Large Audio-Language Models12.Adaptive Modality Reliability Diagnosis and Restoration for Robust Multimodal Intent Recognition13.Acoustic–phonetic characterization of affect in spontaneous Finnish14.Discriminative Axis, Not Data Volume: What a Contrastive Corpus Teaches an Audio Embedding15.JoyAI-Talker: Full-Duplex Speech Interactive Large Model Built for Empathetic Voice Agents16.Voice command classification for mobile robotic control using mel frequency cepstral coefficients and support vector machines17.AuEmoChat: Authentic Emotion Understanding and Rendering for Conversational Speech Synthesis18.Prosody-driven Jailbreaks in Audio LLMs: A Controlled Study and Mechanistic Analysis19.A Cross-lingual Comparison of Human and Classification Model Entrainment Behavior in Code-switched Speech Settings20.AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition

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