Search Results for author: Taejin Park

Found 8 papers, 2 papers with code

Sortformer: Seamless Integration of Speaker Diarization and ASR by Bridging Timestamps and Tokens

1 code implementation10 Sep 2024 Taejin Park, Ivan Medennikov, Kunal Dhawan, Weiqing Wang, He Huang, Nithin Rao Koluguri, Krishna C. Puvvada, Jagadeesh Balam, Boris Ginsburg

We demonstrate that combining Sort Loss and PIL achieves performance competitive with state-of-the-art end-to-end diarization models trained exclusively with PIL.

speaker-diarization Speaker Diarization

Enhancing Anomaly Detection in Financial Markets with an LLM-based Multi-Agent Framework

no code implementations28 Mar 2024 Taejin Park

This paper introduces a Large Language Model (LLM)-based multi-agent framework designed to enhance anomaly detection within financial market data, tackling the longstanding challenge of manually verifying system-generated anomaly alerts.

Anomaly Detection Language Modeling +3

Robust Multi-channel Speech Recognition using Frequency Aligned Network

no code implementations6 Feb 2020 Taejin Park, Kenichi Kumatani, Minhua Wu, Shiva Sundaram

In this paper, we further develop this idea and use frequency aligned network for robust multi-channel automatic speech recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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