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08/12/2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition
When labeled data is insufficient, semi-supervised learning with the pse...
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05/15/2023
ForkNet: Simultaneous Time and Time-Frequency Domain Modeling for Speech Enhancement
Previous research in speech enhancement has mostly focused on modeling t...
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02/26/2023
Speech Corpora Divergence Based Unsupervised Data Selection for ASR
Selecting application scenarios matching data is important for the autom...
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10/12/2022
Summary on the ISCSLP 2022 Chinese-English Code-Switching ASR Challenge
Code-switching automatic speech recognition becomes one of the most chal...
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09/21/2022
UPIR: Toward the Design of Unified Parallel Intermediate Representation for Parallel Programming Models
The complexity of heterogeneous computing architectures, as well as the ...
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07/06/2022
Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies
There is often a trade-off between performance and latency in streaming ...
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06/20/2022
Boosting Cross-Domain Speech Recognition with Self-Supervision
The cross-domain performance of automatic speech recognition (ASR) could...
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06/18/2022
Decoupled Federated Learning for ASR with Non-IID Data
Automatic speech recognition (ASR) with federated learning (FL) makes it...
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10/26/2021
Decomposing Complex Questions Makes Multi-Hop QA Easier and More Interpretable
Multi-hop QA requires the machine to answer complex questions through fi...
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10/17/2021
Reminding the Incremental Language Model via Data-Free Self-Distillation
Incremental language learning with pseudo-data can alleviate catastrophi...
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10/09/2021
Wav2vec-S: Semi-Supervised Pre-Training for Speech Recognition
Self-supervised pre-training has dramatically improved the performance o...
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10/07/2021
The Source Model Towards Maximizing The Output Signal-To-Interference Ratio For Independent Vector Analysis
In this paper, the optimal source model for the independent vector analy...
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07/03/2021
The HCCL Speaker Verification System for Far-Field Speaker Verification Challenge
This paper describes the systems submitted by team HCCL to the Far-Field...
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04/12/2021
Improved Conformer-based End-to-End Speech Recognition Using Neural Architecture Search
Recently neural architecture search(NAS) has been successfully used in i...
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11/05/2020
Multi-Accent Adaptation based on Gate Mechanism
When only a limited amount of accented speech data is available, to prom...
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10/10/2020
A Model Compression Method with Matrix Product Operators for Speech Enhancement
The deep neural network (DNN) based speech enhancement approaches have a...
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01/15/2020
Transformer-based Online CTC/attention End-to-End Speech Recognition Architecture
Recently, Transformer has gained success in automatic speech recognition...
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07/15/2019
Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling
This technical report describes the IOA team's submission for TASK1A of ...
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05/16/2018
A Cross-Layer Solution in Scientific Workflow System for Tackling Data Movement Challenge
Scientific applications in HPC environment are more com-plex and more da...
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11/29/2017
Stream Attention for far-field multi-microphone ASR
A stream attention framework has been applied to the posterior probabili...
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10/25/2017
Relative Transfer Function Inverse Regression from Low Dimensional Manifold
In room acoustic environments, the Relative Transfer Functions (RTFs) ar...
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07/01/2017
Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments
Multichannel linear filters, such as the Multichannel Wiener Filter (MWF...
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09/21/2015