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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...
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06/27/2022
Few-Shot Cross-Lingual TTS Using Transferable Phoneme Embedding
This paper studies a transferable phoneme embedding framework that aims ...
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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,...
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05/07/2021
SpeechNet: A Universal Modularized Model for Speech Processing Tasks
There is a wide variety of speech processing tasks ranging from extracti...
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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...
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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...
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10/06/2020
Pretrained Language Model Embryology: The Birth of ALBERT
While behaviors of pretrained language models (LMs) have been thoroughly...
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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...
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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...
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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...
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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...
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03/29/2018