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Viet Anh Trinh

Postdoctoral Researcher | Ex-Amazon | PhD | Multimodal, LLM, generative AI, machine learning, speech processing, NLP, computer vision

Viet Anh Trinh is a Postdoctoral Researcher at Worcester Polytechnic Institute (WPI), specializing in computer science. He earned his Ph.D. in Computer Science from The Graduate Center, City University of New York, where he focused on areas related to speech processing and machine learning.

His research contributions include work on speech cues and concatenative resynthesis, as evidenced by his publications in academic proceedings.2 Trinh has a strong background in both theoretical and applied aspects of computer science, which he leverages in his current role at WPI.13

In addition to his academic pursuits, Trinh is active on LinkedIn, where he has over 500 connections, indicating a robust professional network in his field.1

Highlights

Apr 5 · linkedin

Despite being trained on hundreds of thousands of hours of data, OpenAI's Whisper model still struggles with accurately transcribing children's speech. In our research, we address this issue by rescoring the outputs of Whisper through the use of LLMs (Llama, GPT). Furthermore, we introduce a novel approach, incorporating speech speed awareness, to mitigate hallucinations in Whisper's transcriptions. We welcome you to explore our findings at https://lnkd.in/gcwZfdhk or gain deeper insights at our presentation during ICASSP 2024.( Wednesday, 17 April, 16:00 - 18:00, Session: SLP-P12, COEX, Seoul, Korea)  #ICASSP #OpenAI #Whisper #LLM #ASR

Aug 7 · linkedin

I am excited to share that our paper “Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation” have been accepted to Interspeech 2022.

I’m very grateful to my Amazon research mentors and colleagues Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke and Roland Maas for their valuable feedback and support during our study.

Paper: https://lnkd.in/gtSfrk8R #Interspeech2022 #amazonscience #alexa #fairness

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Viet Anh Trinh
Viet Anh Trinh, photo 1
Viet Anh Trinh, photo 2
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Location

Seattle, Washington, United States