WebKnowledge Distillation from BERT in Pre-training and Fine-tuning for Polyphone Disambiguation. Work Experience. Bing SDE Microsoft STCA. 2024.7 - … WebOct 11, 2024 · Unlike recent language representation models, BERT is designed to pre-train deep bidirectional representations from unlabeled text by jointly conditioning on both left and right context in all layers. As a result, the pre-trained BERT model can be fine-tuned with just one additional output layer to create state-of-the-art models for a wide ...
A Polyphone BERT for Polyphone Disambiguation in
WebUpload an image to customize your repository’s social media preview. Images should be at least 640×320px (1280×640px for best display). WebMar 20, 2024 · g2pW: A Conditional Weighted Softmax BERT for Polyphone Disambiguation in Mandarin. Yi-Chang Chen, Yu-Chuan Chang, Yen-Cheng Chang, Yi-Ren Yeh. Polyphone disambiguation is the most crucial task in Mandarin grapheme-to-phoneme (g2p) conversion. Previous studies have approached this problem using pre-trained language … simply sideboards
A Mask-Based Model for Mandarin Chinese Polyphone …
WebJan 24, 2024 · Although end-to-end text-to-speech (TTS) models can generate natural speech, challenges still remain when it comes to estimating sentence-level phonetic and prosodic information from raw text in Japanese TTS systems. In this paper, we propose a method for polyphone disambiguation (PD) and accent prediction (AP). The proposed … WebMar 20, 2024 · Polyphone disambiguation is the most crucial task in Mandarin grapheme-to-phoneme (g2p) conversion. Previous studies have approached this problem using pre-trained language models, restricted output, and extra information from Part-Of-Speech (POS) tagging. Inspired by these strategies, we propose a novel approach, called g2pW, which … WebSep 15, 2024 · A Chinese polyphone BERT model to predict the pronunciations of Chinese polyphonic characters is proposed by extending a pre-trained Chinese BERT with 741 new Chinese monophonic characters and adding a corresponding embedding layer for new tokens, which is initialized by the embeddings of source Chinese polyPHonic characters. … simply side dishes