← Search

Myungwoo Oh

2 accepted papers

2025

Data-Driven Mispronunciation Pattern Discovery for Robust Speech Recognition

ICASSP 2025accepted

Recent advancements in machine learning have significantly improved speech recognition, but recognizing speech from non-fluent or accented speakers remains a challenge. Previous efforts, relying on rule-based pronunciation patterns, have struggled to fully capture non-native errors. We propose two d…

Cited by 0SourceScholar
2024

Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation

NeurIPS 2024poster

Recent work shows promising results in expanding the capabilities of large language models (LLM) to directly understand and synthesize speech. However, an LLM-based strategy for modeling spoken dialogs remains elusive, calling for further investigation. This paper introduces an extensive speech-text…