Search Results for author: Wonjune Kang

Found 3 papers, 3 papers with code

Multi-Task Learning for Front-End Text Processing in TTS

1 code implementation12 Jan 2024 Wonjune Kang, Yun Wang, Shun Zhang, Arthur Hinsvark, Qing He

We propose a multi-task learning (MTL) model for jointly performing three tasks that are commonly solved in a text-to-speech (TTS) front-end: text normalization (TN), part-of-speech (POS) tagging, and homograph disambiguation (HD).

Language Modelling Multi-Task Learning +3

ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings

1 code implementation23 May 2023 William Brannon, Suyash Fulay, Hang Jiang, Wonjune Kang, Brandon Roy, Jad Kabbara, Deb Roy

We propose ConGraT(Contrastive Graph-Text pretraining), a general, self-supervised method for jointly learning separate representations of texts and nodes in a parent (or ``supervening'') graph, where each text is associated with one of the nodes.

Contrastive Learning Link Prediction

End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions

1 code implementation19 May 2022 Wonjune Kang, Mark Hasegawa-Johnson, Deb Roy

Zero-shot voice conversion is becoming an increasingly popular research topic, as it promises the ability to transform speech to sound like any speaker.

Speech Synthesis Style Transfer +1

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