distillctc

SequenceModelingwithCTC.AwniHannun.AvisualguidetoConnectionistTemporalClassification,analgorithmusedtotraindeepneuralnetworksinspeech ...,由HFutami著作·2022·被引用5次—Inthisstudy,weproposetodistilltheknowledgeofBERTforCTC-basedASR,extendingourpreviousstudyforattention-basedASR.CTC-based ...,2023年9月1日—Distill学习计划-GNN的通俗解释，介绍了如何利用图的结构和特性构建图神经网络(GNN)，并探讨了其...

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Distill — Latest articles about machine learning

Sequence Modeling with CTC. Awni Hannun. A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech ...

Distilling the Knowledge of BERT for CTC

由 H Futami 著作 · 2022 · 被引用 5 次 — In this study, we propose to distill the knowledge of BERT for CTC-based ASR, extending our previous study for attention-based ASR. CTC-based ...

Distill学习计划

2023年9月1日 — Distill学习计划-GNN的通俗解释，介绍了如何利用图的结构和特性构建图神经网络(GNN)，并探讨了其在新药设计中的应用前景。关键挑战是对图的拓扑进行建 ...

Sequence Modeling with CTC

由 A Hannun 著作 · 2017 · 被引用 104 次 — Connectionist Temporal Classification (CTC) is a way to get around not knowing the alignment between the input and the output. As we'll see, ...

Connectionist temporal classification

Connectionist temporal classification (CTC) is a type of neural network output and associated scoring function, for training recurrent neural networks ...

近期Distill 發佈了一篇Sequence Modeling...

2017年11月28日 — 近期Distill 發佈了一篇Sequence Modeling With CTC, CTC 主要用來解決語音辨識中, transcript 跟audio 對齊問題。Distill 對CTC 解釋的相當詳盡, ...

distillpubpost--ctc

Sequence Modelling with CTC. distill.pub/2017/ctc/. License. CC-BY-4.0 license · 45 stars 19 forks Activity · Star · Notifications.

Distilling Attention Weights for CTC

由 T Moriya 著作 · 2020 · 被引用 13 次 — In this paper, we propose a new auxiliary task with frame-wise targets for CTC model enhancement. We utilize attention weights generated by an attention-based ...

Distilling Knowledge from Ensembles of Acoustic Models ...

由 Y Gao 著作 · 2021 · 被引用 7 次 — In this paper, we propose an extension of multi-teacher distillation methods to joint CTC-attention end-to-end ASR systems. We also introduce three novel ...

详解CTC

CTC(Connectionist Temporal Classification)是一种避开输入与输出手动对齐的一种方式，是非常适合语音识别或者OCR这种应用的。 图1：CTC用于语音识别. 给定输入序列X=[x_1 ...