Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models
Fuente:
arXiv
Saved in:
| Main Authors: | Derington, Anna, Wierstorf, Hagen, Özkil, Ali, Eyben, Florian, Burkhardt, Felix, Schuller, Björn W. |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition
by: Kounadis-Bastian, Dionyssos, et al.
Published: (2024)
by: Kounadis-Bastian, Dionyssos, et al.
Published: (2024)
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition
by: Schrüfer, Oliver, et al.
Published: (2024)
by: Schrüfer, Oliver, et al.
Published: (2024)
Using voice analysis as an early indicator of risk for depression in young adults
by: Scherer, Klaus R., et al.
Published: (2024)
by: Scherer, Klaus R., 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)
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)
Can Large Language Models Aid in Annotating Speech Emotional Data? Uncovering New Frontiers
by: Latif, Siddique, et al.
Published: (2023)
by: Latif, Siddique, et al.
Published: (2023)
Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition
by: Rajapakshe, Thejan, et al.
Published: (2022)
by: Rajapakshe, Thejan, et al.
Published: (2022)
AffectSpeech: A Large-Scale Emotional Speech Dataset with Fine-Grained Textual Descriptions for Speech Emotion Captioning and Synthesis
by: Qi, Tianhua, et al.
Published: (2026)
by: Qi, Tianhua, et al.
Published: (2026)
Representation Learning with Parameterised Quantum Circuits for Advancing Speech Emotion Recognition
by: Rajapakshe, Thejan, et al.
Published: (2025)
by: Rajapakshe, Thejan, et al.
Published: (2025)
Enhancing Speech Emotion Recognition Through Differentiable Architecture Search
by: Rajapakshe, Thejan, et al.
Published: (2023)
by: Rajapakshe, Thejan, et al.
Published: (2023)
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
by: Chang, Yi, et al.
Published: (2024)
by: Chang, Yi, et al.
Published: (2024)
Quantifying Dimensional Independence in Speech: An Information-Theoretic Framework for Disentangled Representation Learning
by: Kashyap, Bipasha, et al.
Published: (2026)
by: Kashyap, Bipasha, et al.
Published: (2026)
emoDARTS: Joint Optimisation of CNN & Sequential Neural Network Architectures for Superior Speech Emotion Recognition
by: Rajapakshe, Thejan, et al.
Published: (2024)
by: Rajapakshe, Thejan, et al.
Published: (2024)
Improving Speaker-independent Speech Emotion Recognition Using Dynamic Joint Distribution Adaptation
by: Lu, Cheng, et al.
Published: (2024)
by: Lu, Cheng, et al.
Published: (2024)
Cross-Dialect Bird Species Recognition with Dialect-Calibrated Augmentation
by: Ding, Jiani, et al.
Published: (2025)
by: Ding, Jiani, et al.
Published: (2025)
Abusive Speech Detection in Indic Languages Using Acoustic Features
by: Spiesberger, Anika A., et al.
Published: (2024)
by: Spiesberger, Anika A., 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)
Speech Emotion Recognition with ASR Integration
by: Li, Yuanchao
Published: (2026)
by: Li, Yuanchao
Published: (2026)
GatedxLSTM: A Multimodal Affective Computing Approach for Emotion Recognition in Conversations
by: Li, Yupei, et al.
Published: (2025)
by: Li, Yupei, et al.
Published: (2025)
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
by: Shen, Siyuan, et al.
Published: (2024)
by: Shen, Siyuan, et al.
Published: (2024)
Charting 15 years of progress in deep learning for speech emotion recognition: A replication study
by: Triantafyllopoulos, Andreas, et al.
Published: (2025)
by: Triantafyllopoulos, Andreas, et al.
Published: (2025)
Intelligent Cardiac Auscultation for Murmur Detection via Parallel-Attentive Models with Uncertainty Estimation
by: Zhang, Zixing, et al.
Published: (2024)
by: Zhang, Zixing, et al.
Published: (2024)
Zero-Shot Recognition of Dysarthric Speech Using Commercial Automatic Speech Recognition and Multimodal Large Language Models
by: Alsayegh, Ali, et al.
Published: (2025)
by: Alsayegh, Ali, et al.
Published: (2025)
Test-Time Adaptation for Speech Emotion Recognition
by: Dong, Jiaheng, et al.
Published: (2026)
by: Dong, Jiaheng, et al.
Published: (2026)
EMO-SUPERB: An In-depth Look at Speech Emotion Recognition
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
THAI Speech Emotion Recognition (THAI-SER) corpus
by: Wongpithayadisai, Jilamika, et al.
Published: (2025)
by: Wongpithayadisai, Jilamika, et al.
Published: (2025)
Iterative Prototype Refinement for Ambiguous Speech Emotion Recognition
by: Sun, Haoqin, et al.
Published: (2024)
by: Sun, Haoqin, et al.
Published: (2024)
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)
ParaCLAP -- Towards a general language-audio model for computational paralinguistic tasks
by: Jing, Xin, et al.
Published: (2024)
by: Jing, Xin, et al.
Published: (2024)
Towards Robust Dysarthric Speech Recognition: LLM-Agent Post-ASR Correction Beyond WER
by: Zheng, Xiuwen, et al.
Published: (2026)
by: Zheng, Xiuwen, et al.
Published: (2026)
PCQ: Emotion Recognition in Speech via Progressive Channel Querying
by: Wang, Xincheng, et al.
Published: (2024)
by: Wang, Xincheng, 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)
From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview
by: Li, Yupei, et al.
Published: (2024)
by: Li, Yupei, et al.
Published: (2024)
Exploring Local Interpretable Model-Agnostic Explanations for Speech Emotion Recognition with Distribution-Shift
by: Hjuler, Maja J., et al.
Published: (2025)
by: Hjuler, Maja J., et al.
Published: (2025)
Robust Speech Recognition with Schrödinger Bridge-Based Speech Enhancement
by: Nasretdinov, Rauf, et al.
Published: (2025)
by: Nasretdinov, Rauf, et al.
Published: (2025)
ProsodyFM: Unsupervised Phrasing and Intonation Control for Intelligible Speech Synthesis
by: He, Xiangheng, et al.
Published: (2024)
by: He, Xiangheng, 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)
Machine Unlearning in Speech Emotion Recognition via Forget Set Alone
by: Ren, Zhao, et al.
Published: (2025)
by: Ren, Zhao, et al.
Published: (2025)
Multi-Channel Differential ASR for Robust Wearer Speech Recognition on Smart Glasses
by: Yang, Yufeng, et al.
Published: (2025)
by: Yang, Yufeng, et al.
Published: (2025)
Improving Speech Emotion Recognition Through Cross Modal Attention Alignment and Balanced Stacking Model
by: Ueda, Lucas, et al.
Published: (2025)
by: Ueda, Lucas, et al.
Published: (2025)
Similar Items
-
Wav2Small: Distilling Wav2Vec2 to 72K parameters for Low-Resource Speech emotion recognition
by: Kounadis-Bastian, Dionyssos, et al.
Published: (2024) -
Are you sure? Analysing Uncertainty Quantification Approaches for Real-world Speech Emotion Recognition
by: Schrüfer, Oliver, et al.
Published: (2024) -
Using voice analysis as an early indicator of risk for depression in young adults
by: Scherer, Klaus R., et al.
Published: (2024) -
Emotion-Aware Contrastive Adaptation Network for Source-Free Cross-Corpus Speech Emotion Recognition
by: Zhao, Yan, 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)