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03/23/2023
Adaptive Endpointing with Deep Contextual Multi-armed Bandits
Current endpointing (EP) solutions learn in a supervised framework, whic...
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07/22/2022
Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities
As for other forms of AI, speech recognition has recently been examined ...
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12/13/2021
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding
Recent years have seen significant advances in end-to-end (E2E) spoken l...
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05/14/2021
Listen with Intent: Improving Speech Recognition with Audio-to-Intent Front-End
Comprehending the overall intent of an utterance helps a listener recogn...
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02/12/2021
Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding
Spoken language understanding (SLU) systems extract transcriptions, as w...
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11/23/2020
Multi-task Language Modeling for Improving Speech Recognition of Rare Words
End-to-end automatic speech recognition (ASR) systems are increasingly p...
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08/14/2020
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces
We consider the problem of spoken language understanding (SLU) of extrac...
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07/02/2019
Scalable Multi Corpora Neural Language Models for ASR
Neural language models (NLM) have been shown to outperform conventional ...
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01/05/2019
Improving noise robustness of automatic speech recognition via parallel data and teacher-student learning
For real-world speech recognition applications, noise robustness is stil...
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08/01/2018
Data Augmentation for Robust Keyword Spotting under Playback Interference
Accurate on-device keyword spotting (KWS) with low false accept and fals...
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06/26/2018
Contextual Language Model Adaptation for Conversational Agents
Statistical language models (LM) play a key role in Automatic Speech Rec...
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06/26/2018
Contextual ASR Adaptation for Conversational Agents
Statistical language models (LM) play a key role in Automatic Speech Rec...
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01/11/2018
On Evaluating and Comparing Conversational Agents
Conversational agents are exploding in popularity. However, much work re...
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01/11/2018
Topic-based Evaluation for Conversational Bots
Dialog evaluation is a challenging problem, especially for non task-orie...
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05/05/2017