Connectionist Temporal Classification

Connectionist Temporal Classification is a discriminative machine learning framework within the family of sequence-to-sequence models that enables end-to-end training of neural networks for temporal pattern recognition by directly optimizing the alignment between input sequences and output label sequences without requiring prior segmentation.

307

Publications

34.5K

Citations

913

Authors

239

Institutions

Publications per year

2017–2026

256

Parents

Speech Recognition

Publications

307

Speech recognition with deep recurrent neural networks

Alex Graves, Abdelrahman Mohamed, Geoffrey E. Hinton · 2013 · 8.8K citations

Computing, Computer Science, Computer Vision +16

Connectionist temporal classification

Alex Graves, Santiago Fernández, Faustino Gomez et al. · 2006 · 5.4K citations

Computing, Computer Science, Computational Linguistics +12

Towards End-To-End Speech Recognition with Recurrent Neural Networks

Alex Graves, Navdeep Jaitly · 2014 · 1.9K citations

Computing, Computer Science, Computational Linguistics +14

Joint CTC-attention based end-to-end speech recognition using multi-task learning

Suyoun Kim, Takaaki Hori, Shinji Watanabe · 2017 · 906 citations

Computing, Computer Science, Machine Learning +16

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition

Shinji Watanabe, Takaaki Hori, Suyoun Kim et al. · IEEE Journal of Selected Topics in Signal Processing · 2017 · 829 citations

Computing, Computer Science, Computational Linguistics +15

1–5 of 307

Authors

913

SW
Shinji Watanabe
Johns Hopkins University, United States
24 publications · 3.2K citations
18
h-index
TH
Takaaki Hori
Mitsubishi Electric (United States), United States
15 publications · 2.7K citations
15
h-index
KR
Kanishka Rao
Google (United States), United States
12 publications · 1.4K citations
11
h-index
HS
Haşim Sak
Google (United States), United States
12 publications · 1.4K citations
11
h-index
JL
Jinyu Li
Microsoft (United States), United States
10 publications · 781 citations
10
h-index

1–5 of 913

Institutions

239

1–8 of 239

Venues

arXiv (Cornell University)
Repository · 41 publications · 1.9K citations
22
h-index
IEEE/ACM Transactions on Audio Speech and Language Processing
TASLP · 10 publications · 270 citations
10
h-index
2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
8 publications · 744 citations
8
h-index
IEEE Access
8 publications · 310 citations
7
h-index
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Conference · 5 publications · 112 citations
5
h-index

1–5