Cover Image

Contrastive timbre representations for musical instrument and synthesizer retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Vaillant, Gwendal Le, Molle, Yannick
Format:	Preprint
Published:	2025
Subjects:	Sound Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Introducing voice timbre attribute detection
by: He, Jinghao, et al.
Published: (2025)

Multi-layer attentive probing improves transfer of audio representations for bioacoustics
by: Miron, Marius, et al.
Published: (2026)

SONAR: Spectral-Contrastive Audio Residuals for Generalizable Deepfake Detection
by: HIdekel, Ido Nitzan, et al.
Published: (2025)

Keep what you need : extracting efficient subnetworks from large audio representation models
by: Genova, David, et al.
Published: (2025)

Temporal Contrastive Decoding: A Training-Free Method for Large Audio-Language Models
by: Li, Yanda, et al.
Published: (2026)

SS-DPPN: A self-supervised dual-path foundation model for the generalizable cardiac audio representation
by: Muna, Ummy Maria, et al.
Published: (2025)

SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization
by: Luo, Jiehui, et al.
Published: (2025)

Abusive music and song transformation using GenAI and LLMs
by: Choi, Jiyang, et al.
Published: (2026)

AISTAT lab system for DCASE2025 Task6: Language-based audio retrieval
by: Kim, Hyun Jun, et al.
Published: (2025)

A novel LSTM music generator based on the fractional time-frequency feature extraction
by: Ya, Li, et al.
Published: (2026)

MSP-Podcast SER Challenge 2024: L'antenne du Ventoux Multimodal Self-Supervised Learning for Speech Emotion Recognition
by: Duret, Jarod, et al.
Published: (2024)

Deep learning for music generation. Four approaches and their comparative evaluation
by: Paroiu, Razvan, et al.
Published: (2025)

Echoes: A semantically-aligned music deepfake detection dataset
by: Pascu, Octavian, et al.
Published: (2026)

Myna: Masking-Based Contrastive Learning of Musical Representations
by: Yonay, Ori, et al.
Published: (2025)

AudioMosaic: Contrastive Masked Audio Representation Learning
by: Huang, Hanxun, et al.
Published: (2026)

A correlation-permutation approach for speech-music encoders model merging
by: Ritter-Gutierrez, Fabian, et al.
Published: (2025)

MotionBeat: Motion-Aligned Music Representation via Embodied Contrastive Learning and Bar-Equivariant Contact-Aware Encoding
by: Wang, Xuanchen, et al.
Published: (2025)

Melody or Machine: Detecting Synthetic Music with Dual-Stream Contrastive Learning
by: Batra, Arnesh, et al.
Published: (2025)

DuoTok: Source-Aware Dual-Track Tokenization for Multi-Track Music Language Modeling
by: Lin, Rui, et al.
Published: (2025)

Environmental Sound Deepfake Detection Using Deep-Learning Framework
by: Pham, Lam, et al.
Published: (2026)

SCRAPS: Speech Contrastive Representations of Acoustic and Phonetic Spaces
by: Vallés-Pérez, Ivan, et al.
Published: (2023)

Contrastive Learning with Spectrum Information Augmentation in Abnormal Sound Detection
by: Meng, Xinxin, et al.
Published: (2025)

HierCon: Hierarchical Contrastive Attention for Audio Deepfake Detection
by: Liang, Zhili Nicholas, et al.
Published: (2026)

Towards Attention-based Contrastive Learning for Audio Spoof Detection
by: Goel, Chirag, et al.
Published: (2024)

AudioMAE++: learning better masked audio representations with SwiGLU FFNs
by: Yadav, Sarthak, et al.
Published: (2025)

GRAM: Spatial general-purpose audio representation models for real-world applications
by: Yuksel, Goksenin, et al.
Published: (2025)

Linear RNNs for autoregressive generation of long music samples
by: Szewczyk, Konrad, et al.
Published: (2025)

In-depth analysis of music structure as a text network
by: Tsai, Ping-Rui, et al.
Published: (2023)

Symbotunes: unified hub for symbolic music generative models
by: Skierś, Paweł, et al.
Published: (2024)

Towards Leveraging Contrastively Pretrained Neural Audio Embeddings for Recommender Tasks
by: Grötschla, Florian, et al.
Published: (2024)

Contrastive Learning-based Chaining-Cluster for Multilingual Voice-Face Association
by: Chen, Wuyang, et al.
Published: (2024)

Contrastive Augmentation: An Unsupervised Learning Approach for Keyword Spotting in Speech Technology
by: Dai, Weinan, et al.
Published: (2024)

MidiTok Visualizer: a tool for visualization and analysis of tokenized MIDI symbolic music
by: Wiszenko, Michał, et al.
Published: (2024)

Making deep neural networks work for medical audio: representation, compression and domain adaptation
by: Onu, Charles C
Published: (2025)

An overview of neural architectures for self-supervised audio representation learning from masked spectrograms
by: Yadav, Sarthak, et al.
Published: (2025)

The Computation of Generalized Embeddings for Underwater Acoustic Target Recognition using Contrastive Learning
by: Hummel, Hilde I., et al.
Published: (2025)

Patient Domain Supervised Contrastive Learning for Lung Sound Classification Using Mobile Phone
by: Jeong, Seung Gyu, et al.
Published: (2025)

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining
by: Cheng, Ruoxi, et al.
Published: (2024)

Leveraging Contrastive Learning and Self-Training for Multimodal Emotion Recognition with Limited Labeled Samples
by: Fan, Qi, et al.
Published: (2024)

Time delay embeddings to characterize the timbre of musical instruments using Topological Data Analysis: a study on synthetic and real data
by: Sato, Gakusei, et al.
Published: (2025)