The Whole Is Bigger Than the Sum of Its Parts: Modeling Individual Annotators to Capture Emotional Variability
Fuente:
arXiv
Saved in:
| Main Authors: | Tavernor, James, El-Tawil, Yara, Provost, Emily Mower |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
More Similar than Dissimilar: Modeling Annotators for Cross-Corpus Speech Emotion Recognition
by: Tavernor, James, et al.
Published: (2025)
by: Tavernor, James, et al.
Published: (2025)
Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers
by: Sampath, Aneesha, et al.
Published: (2025)
by: Sampath, Aneesha, et al.
Published: (2025)
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models
by: Perez, Matthew, et al.
Published: (2024)
by: Perez, Matthew, et al.
Published: (2024)
Who is Speaking or Who is Depressed? A Controlled Study of Speaker Leakage in Speech-Based Depression Detection
by: Yeh, Hsiang-Chen, et al.
Published: (2026)
by: Yeh, Hsiang-Chen, et al.
Published: (2026)
The Whole Is Greater than the Sum of Its Parts: Improving Music Source Separation by Bridging Network
by: Sawata, Ryosuke, et al.
Published: (2023)
by: Sawata, Ryosuke, et al.
Published: (2023)
Rethinking Speaker Embeddings for Speech Generation: Sub-Center Modeling for Capturing Intra-Speaker Diversity
by: Ulgen, Ismail Rasim, et al.
Published: (2024)
by: Ulgen, Ismail Rasim, et al.
Published: (2024)
Privacy versus Emotion Preservation Trade-offs in Emotion-Preserving Speaker Anonymization
by: Cai, Zexin, et al.
Published: (2024)
by: Cai, Zexin, et al.
Published: (2024)
Enhancing Speech Emotion Recognition using Dynamic Spectral Features and Kalman Smoothing
by: Hizabri, Marouane El, et al.
Published: (2026)
by: Hizabri, Marouane El, et al.
Published: (2026)
Prompt Amplification and Zero-Shot Late Fusion in Audio-Language Models for Speech Emotion Recognition
by: Kataria, Saurabh, et al.
Published: (2026)
by: Kataria, Saurabh, et al.
Published: (2026)
Vibravox: A Dataset of French Speech Captured with Body-conduction Audio Sensors
by: Hauret, Julien, et al.
Published: (2024)
by: Hauret, Julien, et al.
Published: (2024)
Scaling Ambiguity: Augmenting Human Annotation in Speech Emotion Recognition with Audio-Language Models
by: Zhang, Wenda, et al.
Published: (2026)
by: Zhang, Wenda, et al.
Published: (2026)
EmoSLLM: Parameter-Efficient Adaptation of LLMs for Speech Emotion Recognition
by: Thimonier, Hugo, et al.
Published: (2025)
by: Thimonier, Hugo, et al.
Published: (2025)
Comparative Analysis of Mel-Frequency Cepstral Coefficients and Wavelet Based Audio Signal Processing for Emotion Detection and Mental Health Assessment in Spoken Speech
by: Agbo, Idoko, et al.
Published: (2024)
by: Agbo, Idoko, et al.
Published: (2024)
Exploring speech style spaces with language models: Emotional TTS without emotion labels
by: Chandra, Shreeram Suresh, et al.
Published: (2024)
by: Chandra, Shreeram Suresh, et al.
Published: (2024)
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)
Can Emotion Fool Anti-spoofing?
by: Mahapatra, Aurosweta, et al.
Published: (2025)
by: Mahapatra, Aurosweta, et al.
Published: (2025)
Spoken DialogSum: An Emotion-Rich Conversational Dataset for Spoken Dialogue Summarization
by: Lu, Yen-Ju, et al.
Published: (2025)
by: Lu, Yen-Ju, 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)
Adapting WavLM for Speech Emotion Recognition
by: Diatlova, Daria, et al.
Published: (2024)
by: Diatlova, Daria, et al.
Published: (2024)
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression
by: Dumpala, Sri Harsha, et al.
Published: (2024)
by: Dumpala, Sri Harsha, et al.
Published: (2024)
Speech Emotion Recognition Using CNN and Its Use Case in Digital Healthcare
by: Nigar, Nishargo
Published: (2024)
by: Nigar, Nishargo
Published: (2024)
Music Emotion Prediction Using Recurrent Neural Networks
by: Chang, Xinyu, et al.
Published: (2024)
by: Chang, Xinyu, et al.
Published: (2024)
Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning
by: Lindholm, Richard, et al.
Published: (2025)
by: Lindholm, Richard, et al.
Published: (2025)
Annotation-Free MIDI-to-Audio Synthesis via Concatenative Synthesis and Generative Refinement
by: Take, Osamu, et al.
Published: (2024)
by: Take, Osamu, et al.
Published: (2024)
Analysis-Driven Procedural Generation of an Engine Sound Dataset with Embedded Control Annotations
by: Doerfler, Robin, et al.
Published: (2026)
by: Doerfler, Robin, et al.
Published: (2026)
Automatic Equalization for Individual Instrument Tracks Using Convolutional Neural Networks
by: Mockenhaupt, Florian, et al.
Published: (2024)
by: Mockenhaupt, Florian, et al.
Published: (2024)
Switchboard-Affect: Emotion Perception Labels from Conversational Speech
by: Romana, Amrit, et al.
Published: (2025)
by: Romana, Amrit, et al.
Published: (2025)
Zero Shot Audio to Audio Emotion Transfer With Speaker Disentanglement
by: Dutta, Soumya, et al.
Published: (2024)
by: Dutta, Soumya, et al.
Published: (2024)
Enhancing Speech Emotion Recognition Through Differentiable Architecture Search
by: Rajapakshe, Thejan, et al.
Published: (2023)
by: Rajapakshe, Thejan, et al.
Published: (2023)
Parameter Efficient Finetuning for Speech Emotion Recognition and Domain Adaptation
by: Lashkarashvili, Nineli, et al.
Published: (2024)
by: Lashkarashvili, Nineli, et al.
Published: (2024)
Multi-Microphone and Multi-Modal Emotion Recognition in Reverberant Environment
by: Cohen, Ohad, et al.
Published: (2024)
by: Cohen, Ohad, et al.
Published: (2024)
Speech Emotion Detection Based on MFCC and CNN-LSTM Architecture
by: Ouyang, Qianhe
Published: (2025)
by: Ouyang, Qianhe
Published: (2025)
Development of Large Annotated Music Datasets using HMM-based Forced Viterbi Alignment
by: Joysingh, S. Johanan, et al.
Published: (2024)
by: Joysingh, S. Johanan, et al.
Published: (2024)
EmotionCaps: Enhancing Audio Captioning Through Emotion-Augmented Data Generation
by: Manivannan, Mithun, et al.
Published: (2024)
by: Manivannan, Mithun, et al.
Published: (2024)
Memory-guided Prototypical Co-occurrence Learning for Mixed Emotion Recognition
by: Li, Ming, et al.
Published: (2026)
by: Li, Ming, 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)
Variable Bitrate Residual Vector Quantization for Audio Coding
by: Chae, Yunkee, et al.
Published: (2024)
by: Chae, Yunkee, et al.
Published: (2024)
Revisiting Modeling and Evaluation Approaches in Speech Emotion Recognition: Considering Subjectivity of Annotators and Ambiguity of Emotions
by: Chou, Huang-Cheng, et al.
Published: (2025)
by: Chou, Huang-Cheng, et al.
Published: (2025)
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)
A Layer-Anchoring Strategy for Enhancing Cross-Lingual Speech Emotion Recognition
by: Upadhyay, Shreya G., et al.
Published: (2024)
by: Upadhyay, Shreya G., et al.
Published: (2024)
Similar Items
-
More Similar than Dissimilar: Modeling Annotators for Cross-Corpus Speech Emotion Recognition
by: Tavernor, James, et al.
Published: (2025) -
Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers
by: Sampath, Aneesha, et al.
Published: (2025) -
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models
by: Perez, Matthew, et al.
Published: (2024) -
Who is Speaking or Who is Depressed? A Controlled Study of Speaker Leakage in Speech-Based Depression Detection
by: Yeh, Hsiang-Chen, et al.
Published: (2026) -
The Whole Is Greater than the Sum of Its Parts: Improving Music Source Separation by Bridging Network
by: Sawata, Ryosuke, et al.
Published: (2023)