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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Multimodal Belief Prediction INTERSPEECH 2024
PFCA-Net: Pyramid Feature Fusion and Cross Content Attention Network for Automated Audio Captioning INTERSPEECH 2024
Lifelong Learning MOS Prediction for Synthetic Speech Quality Evaluation INTERSPEECH 2024
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets INTERSPEECH 2024
HebDB: a Weakly Supervised Dataset for Hebrew Speech Processing INTERSPEECH 2024
SER Evals: In-domain and Out-of-domain benchmarking for speech emotion recognition INTERSPEECH 2024
Self-Supervised Embeddings for Detecting Individual Symptoms of Depression INTERSPEECH 2024
Refining Self-supervised Learnt Speech Representation using Brain Activations INTERSPEECH 2024
Deciphering Assamese Vowel Harmony with Featural InfoWaveGAN INTERSPEECH 2024
Using wav2vec 2.0 for phonetic classification tasks: methodological aspects INTERSPEECH 2024
Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator INTERSPEECH 2024
Speaker Change Detection with Weighted-sum Knowledge Distillation based on Self-supervised Pre-trained Models INTERSPEECH 2024
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval INTERSPEECH 2024
Are Recent Deep Learning-Based Speech Enhancement Methods Ready to Confront Real-World Noisy Environments? INTERSPEECH 2024
TSP-TTS: Text-based Style Predictor with Residual Vector Quantization for Expressive Text-to-Speech INTERSPEECH 2024
MSceneSpeech: A Multi-Scene Speech Dataset For Expressive Speech Synthesis INTERSPEECH 2024
1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis INTERSPEECH 2024
Sentence-wise Speech Summarization: Task, Datasets, and End-to-End Modeling with LM Knowledge Distillation INTERSPEECH 2024
Towards objective and interpretable speech disorder assessment: a comparative analysis of CNN and transformer-based models INTERSPEECH 2024
Automatic Prediction of Amyotrophic Lateral Sclerosis Progression using Longitudinal Speech Transformer INTERSPEECH 2024
Spoofed Speech Detection with a Focus on Speaker Embedding INTERSPEECH 2024
Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection INTERSPEECH 2024
Attentive Merging of Hidden Embeddings from Pre-trained Speech Model for Anti-spoofing Detection INTERSPEECH 2024
SWiBE: A Parameterized Stochastic Diffusion Process for Noise-Robust Bandwidth Expansion INTERSPEECH 2024
MaskSR: Masked Language Model for Full-band Speech Restoration INTERSPEECH 2024