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10/21/2022
Audio-to-Intent Using Acoustic-Textual Subword Representations from End-to-End ASR
Accurate prediction of the user intent to interact with a voice assistan...
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04/05/2022
Improving Voice Trigger Detection with Metric Learning
Voice trigger detection is an important task, which enables activating a...
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03/30/2022
Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models
We address the problem of detecting speech directed to a device that doe...
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02/08/2022
CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations
Deriving multimodal representations of audio and lexical inputs is a cen...
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01/13/2021
Whispered and Lombard Neural Speech Synthesis
It is desirable for a text-to-speech system to take into account the env...
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10/29/2020
Progressive Voice Trigger Detection: Accuracy vs Latency
We present an architecture for voice trigger detection for virtual assis...
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10/20/2020
Knowledge Transfer for Efficient On-device False Trigger Mitigation
In this paper, we address the task of determining whether a given uttera...
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04/25/2020
Self-supervised Learning of Visual Speech Features with Audiovisual Speech Enhancement
We present an introspection of an audiovisual speech enhancement model. ...
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04/10/2020
Generating Multilingual Voices Using Speaker Space Translation Based on Bilingual Speaker Data
We present progress towards bilingual Text-to-Speech which is able to tr...
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01/31/2020
Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions
Emotion plays an essential role in human-to-human communication, enablin...
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01/26/2020
Multi-task Learning for Speaker Verification and Voice Trigger Detection
Automatic speech transcription and speaker recognition are usually treat...
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06/28/2019
Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice
Millions of people reach out to digital assistants such as Siri every da...
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11/22/2015