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07/11/2023
On the Effectiveness of Speech Self-supervised Learning for Music
Self-supervised learning (SSL) has shown promising results in various sp...
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06/29/2023
Leveraging Cross-Utterance Context For ASR Decoding
While external language models (LMs) are often incorporated into the dec...
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06/18/2023
MARBLE: Music Audio Representation Benchmark for Universal Evaluation
In the era of extensive intersection between art and Artificial Intellig...
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05/31/2023
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Self-supervised learning (SSL) has recently emerged as a promising parad...
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12/05/2022
MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
The deep learning community has witnessed an exponentially growing inter...
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11/05/2022
HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models
Fairness has become a trending topic in natural language processing (NLP...
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06/04/2021
Approximate Fixed-Points in Recurrent Neural Networks
Recurrent neural networks are widely used in speech and language process...
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05/08/2021
Continuous representations of intents for dialogue systems
Intent modelling has become an important part of modern dialogue systems...
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10/25/2019
Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks
Recently, there has been growth in providers of speech transcription ser...
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10/30/2018
Confidence Estimation and Deletion Prediction Using Bidirectional Recurrent Neural Networks
The standard approach to assess reliability of automatic speech transcri...
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10/30/2018
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation
The standard approach to mitigate errors made by an automatic speech rec...
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02/01/2018
Phonetic and Graphemic Systems for Multi-Genre Broadcast Transcription
State-of-the-art English automatic speech recognition systems typically ...
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08/18/2017