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08/14/2020
Adaptation Algorithms for Speech Recognition: An Overview
We present a structured overview of adaptation algorithms for neural net...
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10/23/2019
Speaker Adaptive Training using Model Agnostic Meta-Learning
Speaker adaptive training (SAT) of neural network acoustic models learns...
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09/30/2019
Acoustic Model Adaptation from Raw Waveforms with SincNet
Raw waveform acoustic modelling has recently gained interest due to neur...
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06/27/2019
Lattice-Based Unsupervised Test-Time Adaptation of Neural Network Acoustic Models
Acoustic model adaptation to unseen test recordings aims to reduce the m...
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05/30/2019
Lattice-based lightly-supervised acoustic model training
In the broadcast domain there is an abundance of related text data and p...
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09/18/2018
Talking to myself: self-dialogues as data for conversational agents
Conversational agents are gaining popularity with the increasing ubiquit...
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08/30/2018
Learning to adapt: a meta-learning approach for speaker adaptation
The performance of automatic speech recognition systems can be improved ...
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09/28/2017