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08/31/2023
LightGrad: Lightweight Diffusion Probabilistic Model for Text-to-Speech
Recent advances in neural text-to-speech (TTS) models bring thousands of...
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05/18/2023
ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs
In this paper, we present ZeroPrompt (Figure 1-(a)) and the correspondin...
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11/03/2022
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and Results
This paper summarizes the outcomes from the ISCSLP 2022 Intelligent Cock...
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11/02/2022
Fast-U2++: Fast and Accurate End-to-End Speech Recognition in Joint CTC/Attention Frames
Recently, the unified streaming and non-streaming two-pass (U2/U2++) end...
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11/01/2022
TrimTail: Low-Latency Streaming ASR with Simple but Effective Spectrogram-Level Length Penalty
In this paper, we present TrimTail, a simple but effective emission regu...
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10/31/2022
FusionFormer: Fusing Operations in Transformer for Efficient Streaming Speech Recognition
The recently proposed Conformer architecture which combines convolution ...
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10/31/2022
Wespeaker: A Research and Production oriented Speaker Embedding Learning Toolkit
Speaker modeling is essential for many related tasks, such as speaker re...
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10/30/2022
WeKws: A production first small-footprint end-to-end Keyword Spotting Toolkit
Keyword spotting (KWS) enables speech-based user interaction and gradual...
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03/29/2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit
Recently, we made available WeNet, a production-oriented end-to-end spee...
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10/07/2021
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition
In this paper, we present WenetSpeech, a multi-domain Mandarin corpus co...
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07/09/2021
Interpretable Compositional Convolutional Neural Networks
The reasonable definition of semantic interpretability presents the core...
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06/10/2021
U2++: Unified Two-pass Bidirectional End-to-end Model for Speech Recognition
The unified streaming and non-streaming two-pass (U2) end-to-end model f...
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02/02/2021
WeNet: Production First and Production Ready End-to-End Speech Recognition Toolkit
In this paper, we present a new open source, production first and produc...
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12/10/2020
Unified Streaming and Non-streaming Two-pass End-to-end Model for Speech Recognition
In this paper, we present a novel two-pass approach to unify streaming a...
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11/20/2019
Utility Analysis of Network Architectures for 3D Point Cloud Processing
In this paper, we diagnose deep neural networks for 3D point cloud proce...
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11/20/2019
3D-Rotation-Equivariant Quaternion Neural Networks
This paper proposes a set of rules to revise various neural networks for...
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03/17/2017