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06/14/2023
EM-Network: Oracle Guided Self-distillation for Sequence Learning
We introduce EM-Network, a novel self-distillation approach that effecti...
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11/28/2022
Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition
Recently, the advance in deep learning has brought a considerable improv...
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11/05/2021
Oracle Teacher: Towards Better Knowledge Distillation
Knowledge distillation (KD), best known as an effective method for model...
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02/06/2021
Continuous Monitoring of Blood Pressure with Evidential Regression
Photoplethysmogram (PPG) signal-based blood pressure (BP) estimation is ...
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07/25/2020
Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation
For multi-channel speech recognition, speech enhancement techniques such...
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07/10/2020
Gated Recurrent Context: Softmax-free Attention for Online Encoder-Decoder Speech Recognition
Recently, attention-based encoder-decoder (AED) models have shown state-...
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06/08/2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds
Flow-based generative models are composed of invertible transformations ...
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06/08/2020