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09/08/2023
Leveraging Pretrained Image-text Models for Improving Audio-Visual Learning
Visually grounded speech systems learn from paired images and their spok...
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10/22/2022
Guided contrastive self-supervised pre-training for automatic speech recognition
Contrastive Predictive Coding (CPC) is a representation learning method ...
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01/26/2022
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition
The high cost of data acquisition makes Automatic Speech Recognition (AS...
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10/05/2021
Unsupervised Speech Segmentation and Variable Rate Representation Learning using Segmental Contrastive Predictive Coding
Typically, unsupervised segmentation of speech into the phone and word-l...
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06/03/2021
Segmental Contrastive Predictive Coding for Unsupervised Word Segmentation
Automatic detection of phoneme or word-like units is one of the core obj...
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07/26/2020