MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge
Fuente:
arXiv
Saved in:
| Main Authors: | Jing, Xin, Wang, Jiadong, Tsangko, Iosif, Triantafyllopoulos, Andreas, Schuller, Björn W. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
Computer Audition: From Task-Specific Machine Learning to Foundation Models
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)
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)
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)
Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification
by: Milling, Manuel, et al.
Published: (2023)
by: Milling, Manuel, et al.
Published: (2023)
SmoothCLAP: Soft-Target Enhanced Contrastive Language\--Audio Pretraining for Affective Computing
by: Jing, Xin, et al.
Published: (2026)
by: Jing, Xin, et al.
Published: (2026)
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)
Audio-based Step-count Estimation for Running -- Windowing and Neural Network Baselines
by: Wagner, Philipp, et al.
Published: (2024)
by: Wagner, Philipp, 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)
An automatic analysis of ultrasound vocalisations for the prediction of interaction context in captive Egyptian fruit bats
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)
DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids
by: Tsangko, Iosif, et al.
Published: (2025)
by: Tsangko, Iosif, et al.
Published: (2025)
Audio Enhancement for Computer Audition -- An Iterative Training Paradigm Using Sample Importance
by: Milling, Manuel, et al.
Published: (2024)
by: Milling, Manuel, et al.
Published: (2024)
Leveraging Local and Global Knowledge Integration with Time-Frequency Calibrated Distillation for Speech Enhancement
by: Cheng, Jiaming, et al.
Published: (2025)
by: Cheng, Jiaming, et al.
Published: (2025)
autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks
by: Rampp, Simon, et al.
Published: (2024)
by: Rampp, Simon, et al.
Published: (2024)
Exploring Meta Information for Audio-based Zero-shot Bird Classification
by: Gebhard, Alexander, et al.
Published: (2023)
by: Gebhard, Alexander, et al.
Published: (2023)
Testing Correctness, Fairness, and Robustness of Speech Emotion Recognition Models
by: Derington, Anna, et al.
Published: (2023)
by: Derington, Anna, et al.
Published: (2023)
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)
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)
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)
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)
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)
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)
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)
Cross-Dialect Bird Species Recognition with Dialect-Calibrated Augmentation
by: Ding, Jiani, et al.
Published: (2025)
by: Ding, Jiani, et al.
Published: (2025)
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
by: Chang, Yi, et al.
Published: (2024)
by: Chang, Yi, et al.
Published: (2024)
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)
Explainable Detection of Machine Generated Music and Early Systematic Evaluation
by: Li, Yupei, et al.
Published: (2024)
by: Li, Yupei, et al.
Published: (2024)
LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations
by: Dutta, Soumya, et al.
Published: (2025)
by: Dutta, Soumya, 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)
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)
M6: Multi-generator, Multi-domain, Multi-lingual and cultural, Multi-genres, Multi-instrument Machine-Generated Music Detection Databases
by: Li, Yupei, et al.
Published: (2024)
by: Li, Yupei, et al.
Published: (2024)
DOTA-ME-CS: Daily Oriented Text Audio-Mandarin English-Code Switching Dataset
by: Li, Yupei, et al.
Published: (2025)
by: Li, Yupei, et al.
Published: (2025)
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)
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)
Audio Explanation Synthesis with Generative Foundation Models
by: Akman, Alican, et al.
Published: (2024)
by: Akman, Alican, et al.
Published: (2024)
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition
by: Jing, Xin, et al.
Published: (2024)
by: Jing, Xin, et al.
Published: (2024)
EmoDubber: Towards High Quality and Emotion Controllable Movie Dubbing
by: Cong, Gaoxiang, et al.
Published: (2024)
by: Cong, Gaoxiang, 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)
Mitigating Category Imbalance: Fosafer System for the Multimodal Emotion and Intent Joint Understanding Challenge
by: Wang, Honghong, et al.
Published: (2025)
by: Wang, Honghong, et al.
Published: (2025)
Leveraging LLM for Stuttering Speech: A Unified Architecture Bridging Recognition and Event Detection
by: Huang, Shangkun, et al.
Published: (2025)
by: Huang, Shangkun, et al.
Published: (2025)
Similar Items
-
Abusive Speech Detection in Indic Languages Using Acoustic Features
by: Spiesberger, Anika A., et al.
Published: (2024) -
Computer Audition: From Task-Specific Machine Learning to Foundation Models
by: Triantafyllopoulos, Andreas, et al.
Published: (2024) -
ParaCLAP -- Towards a general language-audio model for computational paralinguistic tasks
by: Jing, Xin, 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) -
Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification
by: Milling, Manuel, et al.
Published: (2023)