Image de couverture de livre

Data Selection Effects on Self-Supervised Learning of Audio Representations for French Audiovisual Broadcasts

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Pelloin, Valentin, Bekkali, Lina, Dehak, Reda, Doukhan, David
Format:	Preprint
Publié:	2026
Sujets:	Audio and Speech Processing
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis
par: Pelloin, Valentin, et autres
Publié: (2024)

spINAch: A Diachronic Corpus of French Broadcast Speech Controlled for Speakers' Age and Gender
par: Devauchelle, Simon, et autres
Publié: (2026)

Additive Margin in Contrastive Self-Supervised Frameworks to Learn Discriminative Speaker Representations
par: Lepage, Theo, et autres
Publié: (2024)

Self-Supervised Learning for Speaker Recognition: A study and review
par: Lepage, Theo, et autres
Publié: (2026)

Experimenting with Additive Margins for Contrastive Self-Supervised Speaker Verification
par: Lepage, Theo, et autres
Publié: (2023)

InaGVAD : a Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation
par: Doukhan, David, et autres
Publié: (2024)

Label-Efficient Self-Supervised Speaker Verification With Information Maximization and Contrastive Learning
par: Lepage, Théo, et autres
Publié: (2022)

Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling
par: Lepage, Theo, et autres
Publié: (2025)

SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification
par: Lepage, Theo, et autres
Publié: (2025)

Towards Supervised Performance on Speaker Verification with Self-Supervised Learning by Leveraging Large-Scale ASR Models
par: Miara, Victor, et autres
Publié: (2024)

Evolution of Voices in French Audiovisual Media Across Genders and Age in a Diachronic Perspective
par: Rilliard, Albert, et autres
Publié: (2024)

Gender Representation in TV and Radio: Automatic Information Extraction methods versus Manual Analyses
par: Doukhan, David, et autres
Publié: (2024)

Audio Mamba: Selective State Spaces for Self-Supervised Audio Representations
par: Yadav, Sarthak, et autres
Publié: (2024)

Self-Supervised Multi-View Learning for Disentangled Music Audio Representations
par: Wilkins, Julia, et autres
Publié: (2024)

Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-Intelligibility and Low-Latency Streaming Neural Audio Codec
par: Lee, Junhyeok, et autres
Publié: (2026)

SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
par: Shams, Siavash, et autres
Publié: (2024)

On the Use of Self-Supervised Representation Learning for Speaker Diarization and Separation
par: Baroudi, Séverin, et autres
Publié: (2025)

SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer
par: Wang, Helin, et autres
Publié: (2024)

Exploring WavLM Back-ends for Speech Spoofing and Deepfake Detection
par: Stourbe, Theophile, et autres
Publié: (2024)

Natural Language Supervision for General-Purpose Audio Representations
par: Elizalde, Benjamin, et autres
Publié: (2023)

The Effect of Batch Size on Contrastive Self-Supervised Speech Representation Learning
par: Vaessen, Nik, et autres
Publié: (2024)

Leveraging Self-supervised Audio Representations for Data-Efficient Acoustic Scene Classification
par: Cai, Yiqiang, et autres
Publié: (2024)

CoughViT: A Self-Supervised Vision Transformer for Cough Audio Representation Learning
par: Luong, Justin, et autres
Publié: (2025)

Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier
par: Guo, Yinlin, et autres
Publié: (2023)

Self-Supervised Convolutional Audio Models are Flexible Acoustic Feature Learners: A Domain Specificity and Transfer-Learning Study
par: Ogg, Mattson
Publié: (2025)

Adaptive Federated Fine-Tuning of Self-Supervised Speech Representations
par: Guo, Xin, et autres
Publié: (2026)

k2SSL: A Faster and Better Framework for Self-Supervised Speech Representation Learning
par: Yang, Yifan, et autres
Publié: (2024)

CA-SSLR: Condition-Aware Self-Supervised Learning Representation for Generalized Speech Processing
par: Lu, Yen-Ju, et autres
Publié: (2024)

Compositional Audio Representation Learning
par: Sridhar, Sripathi, et autres
Publié: (2024)

AudioNet: Supervised Deep Hashing for Retrieval of Similar Audio Events
par: Dutta, Sagar, et autres
Publié: (2025)

Semi-Supervised Contrastive Learning of Musical Representations
par: Guinot, Julien, et autres
Publié: (2024)

Balancing Information Preservation and Disentanglement in Self-Supervised Music Representation Learning
par: Wilkins, Julia, et autres
Publié: (2025)

Emotion-Aware Speech Self-Supervised Representation Learning with Intensity Knowledge
par: Liu, Rui, et autres
Publié: (2024)

ULTRAS -- Unified Learning of Transformer Representations for Audio and Speech Signals
par: E, Ameenudeen P, et autres
Publié: (2026)

Exploring Self-Supervised Audio Models for Generalized Anomalous Sound Detection
par: Han, Bing, et autres
Publié: (2025)

Cyclostationarity Analysis as a Complement to Self-Supervised Representations for Speech Deepfake Detection
par: Hanilçi, Cemal, et autres
Publié: (2026)

Speech Loudness in Broadcasting and Streaming
par: Torcoli, Matteo, et autres
Publié: (2024)

Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision
par: Chen, Yafeng, et autres
Publié: (2024)

Self-Distillation Prototypes Network: Learning Robust Speaker Representations without Supervision
par: Chen, Yafeng, et autres
Publié: (2023)

SPEAR: A Unified SSL Framework for Learning Speech and Audio Representations
par: Yang, Xiaoyu, et autres
Publié: (2025)