CLEP-DG: Contrastive Learning for Speech Emotion Domain Generalization via Soft Prompt Tuning
Fuente:
arXiv
Saved in:
| Main Authors: | Shi, Jiacheng, Zhang, Yanfu, Gao, Ye |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning
by: Deng, Keqi, et al.
Published: (2024)
by: Deng, Keqi, et al.
Published: (2024)
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph
by: Gao, Yingxue, et al.
Published: (2024)
by: Gao, Yingxue, et al.
Published: (2024)
Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining
by: Xue, Jinlong, et al.
Published: (2024)
by: Xue, Jinlong, et al.
Published: (2024)
ED-TTS: Multi-Scale Emotion Modeling using Cross-Domain Emotion Diarization for Emotional Speech Synthesis
by: Tang, Haobin, et al.
Published: (2024)
by: Tang, Haobin, et al.
Published: (2024)
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
by: Zhao, Yan, et al.
Published: (2024)
by: Zhao, Yan, et al.
Published: (2024)
SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios
by: Bukhari, Hazim, et al.
Published: (2024)
by: Bukhari, Hazim, et al.
Published: (2024)
Enhancing Emotional Text-to-Speech Controllability with Natural Language Guidance through Contrastive Learning and Diffusion Models
by: Jing, Xin, et al.
Published: (2024)
by: Jing, Xin, et al.
Published: (2024)
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
by: Shen, Siyuan, et al.
Published: (2024)
by: Shen, Siyuan, et al.
Published: (2024)
Noise-Aware Speech Separation with Contrastive Learning
by: Zhang, Zizheng, et al.
Published: (2023)
by: Zhang, Zizheng, et al.
Published: (2023)
Bridging Speech Emotion Recognition and Personality: Dataset and Temporal Interaction Condition Network
by: Gao, Yuan, et al.
Published: (2025)
by: Gao, Yuan, et al.
Published: (2025)
Learning Expressive Disentangled Speech Representations with Soft Speech Units and Adversarial Style Augmentation
by: Deng, Yimin, et al.
Published: (2024)
by: Deng, Yimin, et al.
Published: (2024)
Efficient Long-Form Speech Recognition for General Speech In-Context Learning
by: Yen, Hao, et al.
Published: (2024)
by: Yen, Hao, et al.
Published: (2024)
FleSpeech: Flexibly Controllable Speech Generation with Various Prompts
by: Li, Hanzhao, et al.
Published: (2025)
by: Li, Hanzhao, et al.
Published: (2025)
Emotion-Coherent Speech Data Augmentation and Self-Supervised Contrastive Style Training for Enhancing Kids's Story Speech Synthesis
by: Chung, Raymond
Published: (2026)
by: Chung, Raymond
Published: (2026)
Crab: Multi Layer Contrastive Supervision to Improve Speech Emotion Recognition Under Both Acted and Natural Speech Condition
by: Ueda, Lucas H., et al.
Published: (2026)
by: Ueda, Lucas H., et al.
Published: (2026)
Learning Disentangled Speech Representations with Contrastive Learning and Time-Invariant Retrieval
by: Deng, Yimin, et al.
Published: (2024)
by: Deng, Yimin, et al.
Published: (2024)
Metadata-Enhanced Speech Emotion Recognition: Augmented Residual Integration and Co-Attention in Two-Stage Fine-Tuning
by: Wan, Zixiang, et al.
Published: (2024)
by: Wan, Zixiang, et al.
Published: (2024)
EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition
by: Li, Pengcheng, et al.
Published: (2025)
by: Li, Pengcheng, et al.
Published: (2025)
Fine-Grained Quantitative Emotion Editing for Speech Generation
by: Inoue, Sho, et al.
Published: (2024)
by: Inoue, Sho, et al.
Published: (2024)
Dataset-Distillation Generative Model for Speech Emotion Recognition
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)
RSET: Remapping-based Sorting Method for Emotion Transfer Speech Synthesis
by: Shi, Haoxiang, et al.
Published: (2024)
by: Shi, Haoxiang, et al.
Published: (2024)
Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions
by: Gao, Xiaoxue, et al.
Published: (2025)
by: Gao, Xiaoxue, et al.
Published: (2025)
RA-CLAP: Relation-Augmented Emotional Speaking Style Contrastive Language-Audio Pretraining For Speech Retrieval
by: Sun, Haoqin, et al.
Published: (2025)
by: Sun, Haoqin, et al.
Published: (2025)
Speech Emotion Recognition Using Fine-Tuned DWFormer:A Study on Track 1 of the IERPChallenge 2024
by: Wang, Honghong, et al.
Published: (2025)
by: Wang, Honghong, et al.
Published: (2025)
PCQ: Emotion Recognition in Speech via Progressive Channel Querying
by: Wang, Xincheng, et al.
Published: (2024)
by: Wang, Xincheng, et al.
Published: (2024)
Machine Unlearning in Speech Emotion Recognition via Forget Set Alone
by: Ren, Zhao, et al.
Published: (2025)
by: Ren, Zhao, et al.
Published: (2025)
EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model
by: Yang, Yiqing, et al.
Published: (2025)
by: Yang, Yiqing, et al.
Published: (2025)
Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition
by: Ulgen, Ismail Rasim, et al.
Published: (2024)
by: Ulgen, Ismail Rasim, et al.
Published: (2024)
Textless and Non-Parallel Speech-to-Speech Emotion Style Transfer
by: Dutta, Soumya, et al.
Published: (2025)
by: Dutta, Soumya, et al.
Published: (2025)
Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)
by: Liu, Rui, et al.
Published: (2024)
Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)
by: Li, Yuanchao
Published: (2026)
FGCL: Fine-grained Contrastive Learning For Mandarin Stuttering Event Detection
by: Jiang, Han, et al.
Published: (2024)
by: Jiang, Han, et al.
Published: (2024)
Efficient Emotion and Speaker Adaptation in LLM-Based TTS via Characteristic-Specific Partial Fine-Tuning
by: Wang, Tianrui, et al.
Published: (2025)
by: Wang, Tianrui, et al.
Published: (2025)
Contrastive Learning With Audio Discrimination For Customizable Keyword Spotting In Continuous Speech
by: Xi, Yu, et al.
Published: (2024)
by: Xi, Yu, et al.
Published: (2024)
Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition
by: Wagner, Dominik, et al.
Published: (2025)
by: Wagner, Dominik, et al.
Published: (2025)
Fine-Tuning ASR for Stuttered Speech: Personalized vs. Generalized Approaches
by: Mujtaba, Dena, et al.
Published: (2025)
by: Mujtaba, Dena, et al.
Published: (2025)
Unifying Listener Scoring Scales: Comparison Learning Framework for Speech Quality Assessment and Continuous Speech Emotion Recognition
by: Hu, Cheng-Hung, et al.
Published: (2025)
by: Hu, Cheng-Hung, et al.
Published: (2025)
Rare Word Recognition and Translation Without Fine-Tuning via Task Vector in Speech Models
by: Jing, Ruihao, et al.
Published: (2025)
by: Jing, Ruihao, et al.
Published: (2025)
From Continuous to Discrete: Cross-Domain Collaborative General Speech Enhancement via Hierarchical Language Models
by: Mu, Zhaoxi, et al.
Published: (2025)
by: Mu, Zhaoxi, et al.
Published: (2025)
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models
by: Zhang, Jing-Xuan, et al.
Published: (2025)
by: Zhang, Jing-Xuan, et al.
Published: (2025)
Similar Items
-
Wav2Prompt: End-to-End Speech Prompt Generation and Tuning For LLM in Zero and Few-shot Learning
by: Deng, Keqi, et al.
Published: (2024) -
Adaptive Speech Emotion Representation Learning Based On Dynamic Graph
by: Gao, Yingxue, et al.
Published: (2024) -
Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining
by: Xue, Jinlong, et al.
Published: (2024) -
ED-TTS: Multi-Scale Emotion Modeling using Cross-Domain Emotion Diarization for Emotional Speech Synthesis
by: Tang, Haobin, et al.
Published: (2024) -
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
by: Zhao, Yan, et al.
Published: (2024)