Cover Image

Investigating Effective Speaker Property Privacy Protection in Federated Learning for Speech Emotion Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tan, Chao, Li, Sheng, Cao, Yang, Ren, Zhao, Schultz, Tanja
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing Sound
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Machine Unlearning in Speech Emotion Recognition via Forget Set Alone
by: Ren, Zhao, et al.
Published: (2025)

End-to-end Acoustic-linguistic Emotion and Intent Recognition Enhanced by Semi-supervised Learning
by: Ren, Zhao, et al.
Published: (2025)

Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
by: Chang, Yi, et al.
Published: (2024)

Diff-ETS: Learning a Diffusion Probabilistic Model for Electromyography-to-Speech Conversion
by: Ren, Zhao, et al.
Published: (2024)

A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition
by: Zhou, Zhenyu, et al.
Published: (2024)

Speech as a Biomarker for Disease Detection
by: Botelho, Catarina, et al.
Published: (2024)

Emotion Recognition in Multi-Speaker Conversations through Speaker Identification, Knowledge Distillation, and Hierarchical Fusion
by: Li, Xiao, et al.
Published: (2025)

Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)

Joint Speaker Features Learning for Audio-visual Multichannel Speech Separation and Recognition
by: Li, Guinan, et al.
Published: (2024)

SecureSpeech: Prompt-based Speaker and Content Protection
by: Hui, Belinda Soh Hui, 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)

Learning Emotion-Invariant Speaker Representations for Speaker Verification
by: Tian, Jingguang, et al.
Published: (2025)

The DKU System for Multi-Speaker Automatic Speech Recognition in MLC-SLM Challenge
by: Lin, Yuke, et al.
Published: (2025)

EMO-RL: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition
by: Li, Pengcheng, et al.
Published: (2025)

Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition
by: Yang, Yufeng, et al.
Published: (2025)

Iterative Prototype Refinement for Ambiguous Speech Emotion Recognition
by: Sun, Haoqin, et al.
Published: (2024)

Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
by: Zhao, Yan, et al.
Published: (2024)

Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition
by: Zhao, Jiaqi, et al.
Published: (2024)

Structured Speaker-Deficiency Adaptation of Foundation Models for Dysarthric and Elderly Speech Recognition
by: Hu, Shujie, et al.
Published: (2024)

Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation
by: Lu, Cheng, et al.
Published: (2024)

Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
by: Shen, Siyuan, et al.
Published: (2024)

MT2KD: Towards A General-Purpose Encoder for Speech, Speaker, and Audio Events
by: Yang, Xiaoyu, et al.
Published: (2024)

Content Leakage in LibriSpeech and Its Impact on the Privacy Evaluation of Speaker Anonymization
by: Franzreb, Carlos, et al.
Published: (2026)

Semantic-Emotional Resonance Embedding: A Semi-Supervised Paradigm for Cross-Lingual Speech Emotion Recognition
by: Zhao, Ya, et al.
Published: (2026)

An Investigation of Reprogramming for Cross-Language Adaptation in Speaker Verification Systems
by: Li, Jingyu, et al.
Published: (2024)

Speaker Anonymisation for Speech-based Suicide Risk Detection
by: Cui, Ziyun, et al.
Published: (2025)

On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
by: HU, Shujie, et al.
Published: (2025)

Boosting Multi-Speaker Expressive Speech Synthesis with Semi-supervised Contrastive Learning
by: Zhu, Xinfa, et al.
Published: (2023)

An Investigation on Speaker Augmentation for End-to-End Speaker Extraction
by: You, Zhenghai, et al.
Published: (2025)

Learning Physiology-Informed Vocal Spectrotemporal Representations for Speech Emotion Recognition
by: Zhang, Xu, et al.
Published: (2026)

EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model
by: Yang, Yiqing, et al.
Published: (2025)

EMO-SUPERB: An In-depth Look at Speech Emotion Recognition
by: Wu, Haibin, et al.
Published: (2024)

Dataset-Distillation Generative Model for Speech Emotion Recognition
by: Ritter-Gutierrez, Fabian, et al.
Published: (2024)

THAI Speech Emotion Recognition (THAI-SER) corpus
by: Wongpithayadisai, Jilamika, et al.
Published: (2025)

Investigating Polyglot Speech Foundation Models for Learning Collective Emotion from Crowds
by: Phukan, Orchid Chetia, et al.
Published: (2025)

ASRRL-TTS: Agile Speaker Representation Reinforcement Learning for Text-to-Speech Speaker Adaptation
by: Fu, Ruibo, et al.
Published: (2024)

Unifying Listener Scoring Scales: Comparison Learning Framework for Speech Quality Assessment and Continuous Speech Emotion Recognition
by: Hu, Cheng-Hung, et al.
Published: (2025)

Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
by: Aldeneh, Zakaria, et al.
Published: (2024)

DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition
by: Polok, Alexander, et al.
Published: (2024)

AISHELL-5: The First Open-Source In-Car Multi-Channel Multi-Speaker Speech Dataset for Automatic Speech Diarization and Recognition
by: Dai, Yuhang, et al.
Published: (2025)