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09/17/2023
Augmenting text for spoken language understanding with Large Language Models
Spoken semantic parsing (SSP) involves generating machine-comprehensible...
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06/23/2023
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale
Large-scale generative models such as GPT and DALL-E have revolutionized...
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05/30/2023
Towards Selection of Text-to-speech Data to Augment ASR Training
This paper presents a method for selecting appropriate synthetic speech ...
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03/01/2023
Synthetic Cross-accent Data Augmentation for Automatic Speech Recognition
The awareness for biased ASR datasets or models has increased notably in...
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11/04/2022
Biased Self-supervised learning for ASR
Self-supervised learning via masked prediction pre-training (MPPT) has s...
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11/18/2021
Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions
It is well known that many machine learning systems demonstrate bias tow...
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02/11/2021
A Multi-View Approach To Audio-Visual Speaker Verification
Although speaker verification has conventionally been an audio-only task...
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08/08/2020
Deep F-measure Maximization for End-to-End Speech Understanding
Spoken language understanding (SLU) datasets, like many other machine le...
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05/22/2020
Identify Speakers in Cocktail Parties with End-to-End Attention
In scenarios where multiple speakers talk at the same time, it is import...
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02/14/2020