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cs.CL2023
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data
Yifan Peng, Jinchuan Tian, Brian Yan +13
Pre-training speech models on large volumes of data has achieved remarkable success. OpenAI Whisper is a multilingual multitask model trained on 680k hours of supervised speech dat…
cs.CL2023★ 1 cited
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models
Yifan Peng, Yui Sudo, Shakeel Muhammad +1
Self-supervised learning (SSL) has achieved notable success in many speech processing tasks, but the large model size and heavy computational cost hinder the deployment. Knowledge…