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04/25/2023
Learning Trajectories are Generalization Indicators
The aim of this paper is to investigate the connection between learning ...
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04/12/2023
Filler Word Detection with Hard Category Mining and Inter-Category Focal Loss
Filler words like “um" or “uh" are common in spontaneous speech. It is d...
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10/24/2022
TridentSE: Guiding Speech Enhancement with 32 Global Tokens
In this paper, we present TridentSE, a novel architecture for speech enh...
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06/28/2022
RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion
This paper proposes a new "decompose-and-edit" paradigm for the text-bas...
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02/24/2022
Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph
This paper addresses the unsupervised learning of content-style decompos...
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09/12/2021
Zero-Shot Text-to-Speech for Text-Based Insertion in Audio Narration
Given a piece of speech and its transcript text, text-based speech editi...
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02/03/2021
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework
This paper presents a self-supervised learning framework, named MGF, for...
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11/12/2019