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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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03/07/2023
Stabilized training of joint energy-based models and their practical applications
The recently proposed Joint Energy-based Model (JEM) interprets discrimi...
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08/10/2022
Non-Contrastive Self-supervised Learning for Utterance-Level Information Extraction from Speech
In recent studies, self-supervised pre-trained models tend to outperform...
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08/10/2022
Non-Contrastive Self-Supervised Learning of Utterance-Level Speech Representations
Considering the abundance of unlabeled speech data and the high labeling...
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03/30/2022
Joint domain adaptation and speech bandwidth extension using time-domain GANs for speaker verification
Speech systems developed for a particular choice of acoustic domain and ...
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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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09/13/2021
Beyond Isolated Utterances: Conversational Emotion Recognition
Speech emotion recognition is the task of recognizing the speaker's emot...
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06/15/2021
Pathological voice adaptation with autoencoder-based voice conversion
In this paper, we propose a new approach to pathological speech synthesi...
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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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04/02/2021
Unsupervised Acoustic Unit Discovery by Leveraging a Language-Independent Subword Discriminative Feature Representation
This paper tackles automatically discovering phone-like acoustic units (...
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01/22/2021
Adversarial Attacks and Defenses for Speaker Identification Systems
Research in automatic speaker recognition (SR) has been undertaken for s...
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11/29/2020
Artificial Intelligence applied to chest X-Ray images for the automatic detection of COVID-19. A thoughtful evaluation approach
Current standard protocols used in the clinic for diagnosing COVID-19 in...
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10/27/2020
CopyPaste: An Augmentation Method for Speech Emotion Recognition
Data augmentation is a widely used strategy for training robust machine ...
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10/22/2020
How Phonotactics Affect Multilingual and Zero-shot ASR Performance
The idea of combining multiple languages' recordings to train a single a...
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05/16/2020