Sung-Feng Huang | DeepAI

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∙ 03/21/2023

Personalized Lightweight Text-to-Speech: Voice Cloning with Adaptive Structured Pruning

Personalized TTS is an exciting and highly desired application that allo...

0 Sung-Feng Huang, et al. ∙

∙ 06/27/2022

Few-Shot Cross-Lingual TTS Using Transferable Phoneme Embedding

This paper studies a transferable phoneme embedding framework that aims ...

0 Wei-Ping Huang, et al. ∙

∙ 11/07/2021

Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-Speech

Personalizing a speech synthesis system is a highly desired application,...

0 Sung-Feng Huang, et al. ∙

∙ 05/07/2021

SpeechNet: A Universal Modularized Model for Speech Processing Tasks

There is a wide variety of speech processing tasks ranging from extracti...

16 Yi-Chen Chen, et al. ∙

∙ 04/06/2021

Non-autoregressive Mandarin-English Code-switching Speech Recognition with Pinyin Mask-CTC and Word Embedding Regularization

Mandarin-English code-switching (CS) is frequently used among East and S...

0 Shun-Po Chuang, et al. ∙

∙ 10/29/2020

Self-supervised Pre-training Reduces Label Permutation Instability of Speech Separation

Speech separation has been well-developed while there are still problems...

0 Sung-Feng Huang, et al. ∙

∙ 10/06/2020

Pretrained Language Model Embryology: The Birth of ALBERT

While behaviors of pretrained language models (LMs) have been thoroughly...

0 David C. Chiang, et al. ∙

∙ 04/10/2019

From Semi-supervised to Almost-unsupervised Speech Recognition with Very-low Resource by Jointly Learning Phonetic Structures from Audio and Text Embeddings

Producing a large amount of annotated speech data for training ASR syste...

0 Yi-Chen Chen, et al. ∙

∙ 11/07/2018

Improved Audio Embeddings by Adjacency-Based Clustering with Applications in Spoken Term Detection

Embedding audio signal segments into vectors with fixed dimensionality i...

0 Sung-Feng Huang, et al. ∙

∙ 10/30/2018

Almost-unsupervised Speech Recognition with Close-to-zero Resource Based on Phonetic Structures Learned from Very Small Unpaired Speech and Text Data

Producing a large amount of annotated speech data for training ASR syste...

0 Yi-Chen Chen, et al. ∙

∙ 07/21/2018

Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval

Word embedding or Word2Vec has been successful in offering semantics for...

0 Yi-Chen Chen, et al. ∙

∙ 03/29/2018

Towards Unsupervised Automatic Speech Recognition Trained by Unaligned Speech and Text only

Automatic speech recognition (ASR) has been widely researched with super...

0 Yi-Chen Chen, et al. ∙

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