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Self-Supervised Learning

8,404 papers

Papers per year

12
19
682
1215
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Papers

TokenSplit: Using Discrete Speech Representations for Direct, Refined, and Transcript-Conditioned Speech Separation and Recognition INTERSPEECH 2023
Weakly-Supervised Speech Pre-training: A Case Study on Target Speech Recognition INTERSPEECH 2023
Robust Self Supervised Speech Embeddings for Child-Adult Classification in Interactions involving Children with Autism INTERSPEECH 2023
Pre-Finetuning for Few-Shot Emotional Speech Recognition INTERSPEECH 2023
Integrating Emotion Recognition with Speech Recognition and Speaker Diarisation for Conversations INTERSPEECH 2023
Exploring Downstream Transfer of Self-Supervised Features for Speech Emotion Recognition INTERSPEECH 2023
Leveraging Semantic Information for Efficient Self-Supervised Emotion Recognition with Audio-Textual Distilled Models INTERSPEECH 2023
Using Semi-supervised Learning for Monaural Time-domain Speech Separation with a Self-supervised Learning-based SI-SNR Estimator INTERSPEECH 2023
Self-supervised learning with Diffusion-based multichannel speech enhancement for speaker verification under noisy conditions INTERSPEECH 2023
Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech INTERSPEECH 2023
HumanDiffusion: diffusion model using perceptual gradients INTERSPEECH 2023
Interpretable Style Transfer for Text-to-Speech with ControlVAE and Diffusion Bridge INTERSPEECH 2023
Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis INTERSPEECH 2023
Intelligible Lip-to-Speech Synthesis with Speech Units INTERSPEECH 2023
Domain Adaptive Self-supervised Training of Automatic Speech Recognition INTERSPEECH 2023
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations INTERSPEECH 2023
Reducing Barriers to Self-Supervised Learning: HuBERT Pre-training with Academic Compute INTERSPEECH 2023
Some Voices are Too Common: Building Fair Speech Recognition Systems Using the CommonVoice Dataset INTERSPEECH 2023
HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer INTERSPEECH 2023
Improved Contextualized Speech Representations for Tonal Analysis INTERSPEECH 2023
BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models INTERSPEECH 2023
An Equitable Framework for Automatically Assessing Children's Oral Narrative Language Abilities INTERSPEECH 2023
Understanding Spoken Language Development of Children with ASD Using Pre-trained Speech Embeddings INTERSPEECH 2023
Tracking Must Go On : Dialogue State Tracking with Verified Self-Training INTERSPEECH 2023
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition INTERSPEECH 2023