5 papers
Reasoning with Context Management and External Memory
Man-Ling Sung, William Hartmann, Jiangying Zhou
Reasoning models maintain information about the status of their reasoning process through in-context memory. Complex problems require larger context windows and memory requirements…
Cross-Lingual Conversational Speech Summarization with Large Language Models
Max Nelson, Shannon Wotherspoon, Francis Keith +2
Cross-lingual conversational speech summarization is an important problem, but suffers from a dearth of resources. While transcriptions exist for a number of languages, translated…
TOGGL: Transcribing Overlapping Speech with Staggered Labeling
Chak-Fai Li, William Hartmann, Matthew Snover
Transcribing the speech of multiple overlapping speakers typically requires separating the audio into multiple streams and recognizing each one independently. More recent work join…
Advancing Speech Translation: A Corpus of Mandarin-English Conversational Telephone Speech
Shannon Wotherspoon, William Hartmann, Matthew Snover
This paper introduces a set of English translations for a 123-hour subset of the CallHome Mandarin Chinese data and the HKUST Mandarin Telephone Speech data for the task of speech…
Using i-vectors for subject-independent cross-session EEG transfer learning
Jonathan Lasko, Jeff Ma, Mike Nicoletti +3
Cognitive load classification is the task of automatically determining an individual's utilization of working memory resources during performance of a task based on physiologic mea…