Leveraging LLM Embeddings for Cross Dataset Label Alignment and Zero Shot Music Emotion Prediction
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Renhang, Roy, Abhinaba, Herremans, Dorien |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MidiCaps: A large-scale MIDI dataset with text captions
by: Melechovsky, Jan, et al.
Published: (2024)
by: Melechovsky, Jan, et al.
Published: (2024)
Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment
by: Roy, Abhinaba, et al.
Published: (2025)
by: Roy, Abhinaba, et al.
Published: (2025)
Aligning Generative Music AI with Human Preferences: Methods and Challenges
by: Herremans, Dorien, et al.
Published: (2025)
by: Herremans, Dorien, et al.
Published: (2025)
BandCondiNet: Parallel Transformers-based Conditional Popular Music Generation with Multi-View Features
by: Luo, Jing, et al.
Published: (2024)
by: Luo, Jing, et al.
Published: (2024)
Just Label the Repeats for In-The-Wild Audio-to-Score Alignment
by: Bukey, Irmak, et al.
Published: (2024)
by: Bukey, Irmak, et al.
Published: (2024)
Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges
by: Kang, Jaeyong, et al.
Published: (2024)
by: Kang, Jaeyong, et al.
Published: (2024)
Multimodal Dataset Normalization and Perceptual Validation for Music-Taste Correspondences
by: Spanio, Matteo, et al.
Published: (2026)
by: Spanio, Matteo, et al.
Published: (2026)
Improving BERT for Symbolic Music Understanding Using Token Denoising and Pianoroll Prediction
by: Wang, Jun-You, et al.
Published: (2025)
by: Wang, Jun-You, et al.
Published: (2025)
MERGE -- A Bimodal Audio-Lyrics Dataset for Static Music Emotion Recognition
by: Louro, Pedro Lima, et al.
Published: (2024)
by: Louro, Pedro Lima, et al.
Published: (2024)
MusRec: Zero-Shot Text-to-Music Editing via Rectified Flow and Diffusion Transformers
by: Boudaghi, Ali, et al.
Published: (2025)
by: Boudaghi, Ali, et al.
Published: (2025)
A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability
by: Tseng, Li-Yang, et al.
Published: (2024)
by: Tseng, Li-Yang, et al.
Published: (2024)
BERT-like Pre-training for Symbolic Piano Music Classification Tasks
by: Chou, Yi-Hui, et al.
Published: (2021)
by: Chou, Yi-Hui, et al.
Published: (2021)
Music102: An $D_{12}$-equivariant transformer for chord progression accompaniment
by: Luo, Weiliang
Published: (2024)
by: Luo, Weiliang
Published: (2024)
SteerMusic: Enhanced Musical Consistency for Zero-shot Text-guided and Personalized Music Editing
by: Niu, Xinlei, et al.
Published: (2025)
by: Niu, Xinlei, et al.
Published: (2025)
A Survey on Multimodal Music Emotion Recognition
by: Liyanarachchi, Rashini, et al.
Published: (2025)
by: Liyanarachchi, Rashini, et al.
Published: (2025)
Siamese Residual Neural Network for Musical Shape Evaluation in Piano Performance Assessment
by: Li, Xiaoquan, et al.
Published: (2024)
by: Li, Xiaoquan, et al.
Published: (2024)
MIDI-GPT: A Controllable Generative Model for Computer-Assisted Multitrack Music Composition
by: Pasquier, Philippe, et al.
Published: (2025)
by: Pasquier, Philippe, et al.
Published: (2025)
Source Separation of Multi-source Raw Music using a Residual Quantized Variational Autoencoder
by: Berti, Leonardo
Published: (2024)
by: Berti, Leonardo
Published: (2024)
Emotion-Aligned Contrastive Learning Between Images and Music
by: Stewart, Shanti, et al.
Published: (2023)
by: Stewart, Shanti, et al.
Published: (2023)
MusicSem: A Semantically Rich Language--Audio Dataset of Natural Music Descriptions
by: Salganik, Rebecca, et al.
Published: (2026)
by: Salganik, Rebecca, et al.
Published: (2026)
Towards Unified Music Emotion Recognition across Dimensional and Categorical Models
by: Kang, Jaeyong, et al.
Published: (2025)
by: Kang, Jaeyong, et al.
Published: (2025)
MIRFLEX: Music Information Retrieval Feature Library for Extraction
by: Chopra, Anuradha, et al.
Published: (2024)
by: Chopra, Anuradha, et al.
Published: (2024)
Multimodal Emotion Coupling via Speech-to-Facial and Bodily Gestures in Dyadic Interaction
by: Herbuela, Von Ralph Dane Marquez, et al.
Published: (2025)
by: Herbuela, Von Ralph Dane Marquez, et al.
Published: (2025)
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing
by: Long, Phillip, et al.
Published: (2024)
by: Long, Phillip, et al.
Published: (2024)
Efficient Feature Extraction and Late Fusion Strategy for Audiovisual Emotional Mimicry Intensity Estimation
by: Yu, Jun, et al.
Published: (2024)
by: Yu, Jun, et al.
Published: (2024)
Leveraging Pre-Trained Models for Multimodal Class-Incremental Learning under Adaptive Fusion
by: Chen, Yukun, et al.
Published: (2025)
by: Chen, Yukun, et al.
Published: (2025)
Zero-Shot Fake Video Detection by Audio-Visual Consistency
by: Li, Xiaolou, et al.
Published: (2024)
by: Li, Xiaolou, et al.
Published: (2024)
MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detection
by: Lu, Tongyu, et al.
Published: (2025)
by: Lu, Tongyu, et al.
Published: (2025)
CHORDONOMICON: A Dataset of 666,000 Songs and their Chord Progressions
by: Kantarelis, Spyridon, et al.
Published: (2024)
by: Kantarelis, Spyridon, et al.
Published: (2024)
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
by: Zhang, Yixiao, et al.
Published: (2024)
by: Zhang, Yixiao, et al.
Published: (2024)
SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning
by: Chopra, Anuradha, et al.
Published: (2025)
by: Chopra, Anuradha, et al.
Published: (2025)
On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations
by: McCallum, Matthew C., et al.
Published: (2024)
by: McCallum, Matthew C., et al.
Published: (2024)
Jamendo-QA: A Large-Scale Music Question Answering Dataset
by: Koh, Junyoung, et al.
Published: (2025)
by: Koh, Junyoung, et al.
Published: (2025)
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation
by: Kim, Sungnyun, et al.
Published: (2025)
by: Kim, Sungnyun, et al.
Published: (2025)
A Survey on Cross-Modal Interaction Between Music and Multimodal Data
by: Li, Sifei, et al.
Published: (2025)
by: Li, Sifei, et al.
Published: (2025)
MusicScore: A Dataset for Music Score Modeling and Generation
by: Lin, Yuheng, et al.
Published: (2024)
by: Lin, Yuheng, et al.
Published: (2024)
kNN-SVC: Robust Zero-Shot Singing Voice Conversion with Additive Synthesis and Concatenation Smoothness Optimization
by: Shao, Keren, et al.
Published: (2025)
by: Shao, Keren, et al.
Published: (2025)
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
by: Zhang, Yixiao, et al.
Published: (2024)
by: Zhang, Yixiao, et al.
Published: (2024)
Accented Text-to-Speech Synthesis with a Conditional Variational Autoencoder
by: Melechovsky, Jan, et al.
Published: (2022)
by: Melechovsky, Jan, et al.
Published: (2022)
Accent Conversion in Text-To-Speech Using Multi-Level VAE and Adversarial Training
by: Melechovsky, Jan, et al.
Published: (2024)
by: Melechovsky, Jan, et al.
Published: (2024)
Similar Items
-
MidiCaps: A large-scale MIDI dataset with text captions
by: Melechovsky, Jan, et al.
Published: (2024) -
Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment
by: Roy, Abhinaba, et al.
Published: (2025) -
Aligning Generative Music AI with Human Preferences: Methods and Challenges
by: Herremans, Dorien, et al.
Published: (2025) -
BandCondiNet: Parallel Transformers-based Conditional Popular Music Generation with Multi-View Features
by: Luo, Jing, et al.
Published: (2024) -
Just Label the Repeats for In-The-Wild Audio-to-Score Alignment
by: Bukey, Irmak, et al.
Published: (2024)