论文地址:https://papers.nips.cc/paper/7363-connectionist-temporal-classification-with-maximum-entropy-regularization.pdf https://zhuanlan.zhihu.com/p/82302872 CTC的问题: 1、容易陷入局部最优 2、尖峰分布 作者认为peak distribution是一种过拟合的表现, However, CTC tends to produce highly peaky and overc...
论文笔记:Connectionist Temporal Classification: Labelling Unsegmented Sequence,程序员大本营,技术文章内容聚合第一站。
Demystifying the Connectionist Temporal Classification Loss Background: Speech Recognition Pipelines Typical speech processing approaches use a deep learning component (either a CNN or an RNN) followed by a mechanism to ensure that there’s consistency in time (traditionally an HMM). the deep laerning...
The goal of many tasks in the realm of sequence processing is to map a sequence of input data to a sequence of output labels. Long short-term memory (LSTM), a type of recurrent neural network (RNN), equipped with connectionist temporal classification (CTC) has been proved to be one of ...
Please cite the following paper if you are using word beam search decoding in your research work. @inproceedings{scheidl2018wordbeamsearch, title = {Word Beam Search: A Connectionist Temporal Classification Decoding Algorithm}, author = {Scheidl, H. and Fiel, S. and Sablatnig, R.}, booktitle...
Please cite the followingpaperif you are using word beam search decoding in your research work. @inproceedings{scheidl2018wordbeamsearch, title = {Word Beam Search: A Connectionist Temporal Classification Decoding Algorithm}, author = {Scheidl, H. and Fiel, S. and Sablatnig, R.}, booktitle ...
Connectionist Temporal Classification (CTC) is a popular objective function in sequence recognition, which provides supervision for unsegmented sequence data through aligning sequence and its corresponding labeling iteratively. The blank... Y Min,P Jiao,Y Li,... - Springer, Cham 被引量: 0发表: 202...
2.2 Classification of papers The connectionist expert system approaches and the hybrid expert system papers can be categorized according to system structures such as neural network based expert systems, neuro-fuzzy expert systems and rough neural expert systems and several other criteria such as algorithm...
connectionist temporal classificationattentionmultitask learning针对脱机手写体书写随意,字符分割困难和识别精度依赖字典等问题,提出了一种基于CTC-Atention脱机手写体文本... 马洋洋,肖冰 - 《激光与光电子学进展》 被引量: 0发表: 2021年 End-to-End Audiovisual Speech Recognition System With Multitask Learning ...
Please cite the followingpaperif you are using word beam search decoding in your research work. @inproceedings{scheidl2018wordbeamsearch, title = {Word Beam Search: A Connectionist Temporal Classification Decoding Algorithm}, author = {Scheidl, H. and Fiel, S. and Sablatnig, R.}, booktitle ...