11 citations · 30 across the 8 of their papers we have counts for
4 papers · 1 filter
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech
Wonjune Kang, Junteng Jia, Chunyang Wu +8
This work studies the capabilities of a large language model (LLM) to understand paralinguistic aspects of speech without fine-tuning its weights. We utilize an end-to-end system w…
Anonymization of Voices in Spaces for Civic Dialogue: Measuring Impact on Empathy, Trust, and Feeling Heard
Wonjune Kang, Margaret A. Hughes, Deb Roy
Anonymity is a powerful component of many participatory media platforms that can afford people greater freedom of expression and protection from external coercion and interference.…
Prompting Large Language Models with Audio for General-Purpose Speech Summarization
Wonjune Kang, Deb Roy
In this work, we introduce a framework for speech summarization that leverages the processing and reasoning capabilities of large language models (LLMs). We propose an end-to-end s…
Multi-Task Learning for Front-End Text Processing in TTS
Wonjune Kang, Yun Wang, Shun Zhang +2
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-speec…