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Nirmesh Shah

2 accepted papers

2024

Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning

NAACL 2024findings

Traditional Automatic Video Dubbing (AVD) pipeline consists of three key modules, namely, Automatic Speech Recognition (ASR), Neural Machine Translation (NMT), and Text-to-Speech (TTS). Within AVD pipelines, isometric-NMT algorithms are employed to regulate the length of the synthesized output text.…

2023

Nonparallel Emotional Voice Conversion for Unseen Speaker-Emotion Pairs Using Dual Domain Adversarial Network & Virtual Domain Pairing

ICASSP 2023accepted

Primary goal of an emotional voice conversion (EVC) system is to convert the emotion of a given speech signal from one style to another style without modifying the linguistic content of the signal. Most of the state-of-the-art approaches convert emotions for seen speaker-emotion combinations only. I…

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