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06/13/2023
Efficient Adapters for Giant Speech Models
Large pre-trained speech models are widely used as the de-facto paradigm...
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06/08/2023
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding
Large Language Models (LLMs) have been applied in the speech domain, oft...
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03/02/2023
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
We introduce the Universal Speech Model (USM), a single large model that...
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12/20/2022
AnyTOD: A Programmable Task-Oriented Dialog System
We propose AnyTOD, an end-to-end task-oriented dialog (TOD) system with ...
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12/16/2022
Speech Aware Dialog System Technology Challenge (DSTC11)
Most research on task oriented dialog modeling is based on written text ...
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10/13/2022
Knowledge-grounded Dialog State Tracking
Knowledge (including structured knowledge such as schema and ontology, a...
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05/09/2022
Unsupervised Slot Schema Induction for Task-oriented Dialog
Carefully-designed schemas describing how to collect and annotate dialog...
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04/06/2021
Understanding Medical Conversations: Rich Transcription, Confidence Scores Information Extraction
In this paper, we describe novel components for extracting clinically re...
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03/12/2020
The Medical Scribe: Corpus Development and Model Performance Analyses
There is a growing interest in creating tools to assist in clinical note...
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07/09/2019
Joint Speech Recognition and Speaker Diarization via Sequence Transduction
Speech applications dealing with conversations require not only recogniz...
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10/31/2016
Neural Speech Recognizer: Acoustic-to-Word LSTM Model for Large Vocabulary Speech Recognition
We present results that show it is possible to build a competitive, grea...
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09/05/2013