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Myeonghun Jeong

2 accepted papers

2025

Evidential-TTS: High Fidelity Zero-Shot Text-to-Speech Using Evidential Deep Learning

ICASSP 2025accepted

We propose Evidential-TTS, a novel zero-shot text-to-speech (TTS) system based on evidential deep learning (EDL). The model includes a length regulator to ensure precise alignment between phonemes and acoustic tokens. This module allows the evidential token generator to convert the aligned phoneme s…

Cited by 0Source ↗Scholar ↗
2023

Improving Learning Objectives for Speaker Verification from the Perspective of Score Comparison

ICASSP 2023accepted

Deep speaker embedding systems are usually trained with classification-based or end-to-end learning objectives. Popular end-to-end approaches utilize deep metric learning, which can be viewed as a few-shot classification objective. In this paper, we investigate the limit of conventional learning obj…

Cited by 0Source ↗Scholar ↗