Search Results for author: Kellen Gillespie

Found 3 papers, 0 papers with code

LSTM-based Whisper Detection

no code implementations20 Sep 2018 Zeynab Raeesy, Kellen Gillespie, Zhenpei Yang, Chengyuan Ma, Thomas Drugman, Jiacheng Gu, Roland Maas, Ariya Rastrow, Björn Hoffmeister

We prove that, with enough data, the LSTM model is indeed as capable of learning whisper characteristics from LFBE features alone compared to a simpler MLP model that uses both LFBE and features engineered for separating whisper and normal speech.

Benchmarking

Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

no code implementations30 Oct 2023 Chris Richardson, Yao Zhang, Kellen Gillespie, Sudipta Kar, Arshdeep Singh, Zeynab Raeesy, Omar Zia Khan, Abhinav Sethy

To overcome these limitations, we propose a novel summary-augmented approach by extending retrieval-augmented personalization with task-aware user summaries generated by LLMs.

Language Modelling Retrieval

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