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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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02/02/2022
ASR-Aware End-to-end Neural Diarization
We present a Conformer-based end-to-end neural diarization (EEND) model ...
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02/11/2021
Audiovisual Highlight Detection in Videos
In this paper, we test the hypothesis that interesting events in unstruc...
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11/20/2020
Self-Supervised learning with cross-modal transformers for emotion recognition
Emotion recognition is a challenging task due to limited availability of...
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09/10/2020
Multi-modal embeddings using multi-task learning for emotion recognition
General embeddings like word2vec, GloVe and ELMo have shown a lot of suc...
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04/29/2020
Multiresolution and Multimodal Speech Recognition with Transformers
This paper presents an audio visual automatic speech recognition (AV-ASR...
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02/01/2020
Fully Learnable Front-End for Multi-Channel Acoustic Modeling using Semi-Supervised Learning
In this work, we investigated the teacher-student training paradigm to t...
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02/01/2020