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Transfer Learning

8,166 papers

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Papers

Online Punctuation Restoration using ELECTRA Model for streaming ASR Systems INTERSPEECH 2023
How to Estimate Model Transferability of Pre-Trained Speech Models? INTERSPEECH 2023
Exploring the Impact of Pretrained Models and Web-Scraped Data for the 2022 NIST Language Recognition Evaluation INTERSPEECH 2023
The Role of Formant and Excitation Source Features in Perceived Naturalness of Low Resource Tribal Language TTS: An Empirical Study INTERSPEECH 2023
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods INTERSPEECH 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model INTERSPEECH 2023
Personalized Adaptation with Pre-trained Speech Encoders for Continuous Emotion Recognition INTERSPEECH 2023
A Personalised Speech Communication Application for Dysarthric Speakers INTERSPEECH 2023
WhiSLU: End-to-End Spoken Language Understanding with Whisper INTERSPEECH 2023
Joint Instance Reconstruction and Feature Subspace Alignment for Cross-Domain Speech Emotion Recognition INTERSPEECH 2023
Adapter Incremental Continual Learning of Efficient Audio Spectrogram Transformers INTERSPEECH 2023
A Joint Model for Pronunciation Assessment and Mispronunciation Detection and Diagnosis with Multi-task Learning INTERSPEECH 2023
Towards Robust Family-Infant Audio Analysis Based on Unsupervised Pretraining of Wav2vec 2.0 on Large-Scale Unlabeled Family Audio INTERSPEECH 2023
ConvKT: Conversation-Level Knowledge Transfer for Context Aware End-to-End Spoken Language Understanding INTERSPEECH 2023
Obstructive Sleep Apnea Detection using Pre-trained Speech Representations INTERSPEECH 2023
Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023
Target Vocabulary Recognition Based on Multi-Task Learning with Decomposed Teacher Sequences INTERSPEECH 2023
Effective Training of Attention-based Contextual Biasing Adapters with Synthetic Audio for Personalised ASR INTERSPEECH 2023
Knowledge Distillation Approach for Efficient Internal Language Model Estimation INTERSPEECH 2023
Language Model Personalization for Improved Touchscreen Typing INTERSPEECH 2023
Large Dataset Generation of Synchronized Music Audio and Lyrics at Scale using Teacher-Student Paradigm INTERSPEECH 2023
Investigating Pre-trained Audio Encoders in the Low-Resource Condition INTERSPEECH 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target INTERSPEECH 2023
Transfer Learning to Aid Dysarthria Severity Classification for Patients with Amyotrophic Lateral Sclerosis INTERSPEECH 2023
Whisper Encoder features for Infant Cry Classification INTERSPEECH 2023