Cover Image

Learning Arousal-Valence Representation from Categorical Emotion Labels of Speech

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhou, Enting, Zhang, You, Duan, Zhiyao
Format:	Preprint
Published:	2023
Subjects:	Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Predicting Global HRTFs From Scanned Head Geometry Using Deep Learning and Compact Representations
by: Wang, Yuxiang, et al.
Published: (2022)

PartialEdit: Identifying Partial Deepfakes in the Era of Neural Speech Editing
by: Zhang, You, et al.
Published: (2025)

UR Channel-Robust Synthetic Speech Detection System for ASVspoof 2021
by: Chen, Xinhui, et al.
Published: (2021)

A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification
by: Zhang, You, et al.
Published: (2022)

Towards Perception-Informed Latent HRTF Representations
by: Zhang, You, et al.
Published: (2025)

Adaptive Speech Emotion Representation Learning Based On Dynamic Graph
by: Gao, Yingxue, et al.
Published: (2024)

An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems
by: Zhang, You, et al.
Published: (2021)

Leveraging Content and Acoustic Representations for Speech Emotion Recognition
by: Dutta, Soumya, et al.
Published: (2024)

Multimodal Fusion Method with Spatiotemporal Sequences and Relationship Learning for Valence-Arousal Estimation
by: Yu, Jun, et al.
Published: (2024)

Beyond Discrete Categories: Multi-Task Valence-Arousal Modeling for Pet Vocalization Analysis
by: Huang, Junyao, et al.
Published: (2025)

AdaLTM: Adaptive Layer-wise Task Vector Merging for Categorical Speech Emotion Recognition with ASR Knowledge Integration
by: Lee, Chia-Yu, et al.
Published: (2026)

A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection
by: Lee, Kyungbok, et al.
Published: (2024)

ProSDD: Learning Prosodic Representations for Speech Deepfake Detection against Expressive and Emotional Attacks
by: Mahapatra, Aurosweta, et al.
Published: (2026)

HYFuse: Aligning Heterogeneous Speech Pre-Trained Representations in Hyperbolic Space for Speech Emotion Recognition
by: Phukan, Orchid Chetia, et al.
Published: (2025)

Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
by: Liu, Rui, et al.
Published: (2024)

ControlVC: Zero-Shot Voice Conversion with Time-Varying Controls on Pitch and Speed
by: Chen, Meiying, et al.
Published: (2022)

Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)

MMVA: Multimodal Matching Based on Valence and Arousal across Images, Music, and Musical Captions
by: Choi, Suhwan, et al.
Published: (2025)

Rethinking Cross-Corpus Speech Emotion Recognition Benchmarking: Are Paralinguistic Pre-Trained Representations Sufficient?
by: Phukan, Orchid Chetia, et al.
Published: (2025)

Learning Time-Graph Frequency Representation for Monaural Speech Enhancement
by: Wang, Tingting, et al.
Published: (2025)

SingFake: Singing Voice Deepfake Detection
by: Zang, Yongyi, et al.
Published: (2023)

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

Few-shot Personalization via In-Context Learning for Speech Emotion Recognition based on Speech-Language Model
by: Ihori, Mana, et al.
Published: (2025)

United we stand, Divided we fall: Handling Weak Complementary Relationships for Audio-Visual Emotion Recognition in Valence-Arousal Space
by: Praveen, R. Gnana, et al.
Published: (2025)

Cacophony: An Improved Contrastive Audio-Text Model
by: Zhu, Ge, et al.
Published: (2024)

Audio Generation Through Score-Based Generative Modeling: Design Principles and Implementation
by: Zhu, Ge, et al.
Published: (2025)

Multi-Scale Temporal Transformer For Speech Emotion Recognition
by: Li, Zhipeng, et al.
Published: (2024)

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

ASR for Affective Speech: Investigating Impact of Emotion and Speech Generative Strategy
by: Wu, Ya-Tse, et al.
Published: (2026)

Developing a Top-tier Framework in Naturalistic Conditions Challenge for Categorized Emotion Prediction: From Speech Foundation Models and Learning Objective to Data Augmentation and Engineering Choices
by: Feng, Tiantian, et al.
Published: (2025)

SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations
by: Yang, Xiaoyu, et al.
Published: (2025)

Color-based Emotion Representation for Speech Emotion Recognition
by: Nagase, Ryotaro, et al.
Published: (2026)

Hierarchical Control of Emotion Rendering in Speech Synthesis
by: Inoue, Sho, et al.
Published: (2024)

Switchboard-Affect: Emotion Perception Labels from Conversational Speech
by: Romana, Amrit, et al.
Published: (2025)

ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals
by: E, Ameenudeen P, et al.
Published: (2026)

Generating Novel and Realistic Speakers for Voice Conversion
by: Chen, Meiying Melissa, et al.
Published: (2025)

Speech Emotion Recognition Via CNN-Transformer and Multidimensional Attention Mechanism
by: Tang, Xiaoyu, et al.
Published: (2024)

Toward Natural Emotional Text-To-Speech System with Fine-Grained Non-Verbal Expression Control
by: Zhou, Wangzixi, et al.
Published: (2026)

Reasoning Beyond Majority Vote: An Explainable SpeechLM Framework for Speech Emotion Recognition
by: Su, Bo-Hao, et al.
Published: (2025)

EmoSSLSphere: Multilingual Emotional Speech Synthesis with Spherical Vectors and Discrete Speech Tokens
by: Park, Joonyong, et al.
Published: (2025)