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=AP16 Oriental Language Recognition (AP16-OLR) Challenge=
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==Events==
  
The AP16 OLR challenge is part of the special session "multilingual speech and language processing" on APSIPA 2016. The challenge is a
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[[OLR Challenge 2016]]
language recognition task for seven oriental languages.
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==Data==
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[[OLR Challenge 2017]]
  
The challenge is based on the AP16-OL7 multilingual database, provided by SpeechOcean (www.speechocean.com) for this challenge. The main features involve:
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[[OLR Challenge 2018]] (with [[OLR2018 WorkShop|workshop]])
  
* Mobile channel
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[[OLR Challenge 2019]]
* 7 languages in total
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* 24 speakers (18 speakers for training/development, 6 speakers for test).
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* 71 hours of speech signals in total
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* Transcriptions and lexica are provided
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* The data profile is [[媒体文件:User Agreement-AP16-OL7-Format.pdf|here ]]
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* The Licence for the data is [[AP16-OL7-licence|here]]
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==Evaluation tools==
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[[OLR Challenge 2020]] ([[Interspeech 2021 Special Session]])
* The Kaldi-based baseline scripts [[媒体文件:Baseline.rar|here ]]
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* The evaluation toolkit [[媒体文件:Tools.rar|here ]]
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* [[媒体文件:OLR-reference.txt | Ground truth]]
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[[OLR Challenge 2021]]
  
==Participation rules==
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==Organizers==
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[[文件:tsinghua.png | 180px]]  [[文件:Xiamendaxue.png|180px]] [[文件:Xibeigongye.png|180px]] [[文件:Kunshanduke.jpg|300px]]
  
* Participants of both the special session and the AP16-OLR challenge can apply for AP16-OL7 by sending emails to the organizers (see below).
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[[文件:Spo.jpg | 300px]]
* Agreement for the usage of AP16-OL7 should be signed and returned to the organizer before the data can be downloaded.
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* Publications based on AP16-OL7 should cite the following paper:
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'''Dong Wang, Lantian Li, Difei Tang, Qing Chen, AP16-OL7: a multilingual database for oriental languages and a language recognition baseline, submitted to APSIPA 2016.'''[http://wangd.cslt.org/public/pdf/ole.pdf pdf]
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==Sponsors==
  
* The detailed evaluation plan can be found in the above paper as well.
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[[文件:roobo.png]] [[文件:Ceafos.jpg|250px]]
 
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==Challenge procedure==
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* June 06, AP16-OL7 is ready and registration request is acceptable.
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* July 30-Aug.1, test data release. Participants can response with their results before Aug. 1, 12:00PM, Beijing time. This submission will be regarded as 'prior submission'.
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* Aug. 10, participants can obtain their own results for the prior submission.
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* Oct, 2. 12:00 pm, Beijing time, 'full submission' deadline.
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* Dec, 10, 12:00 pm,  extended submission deadline
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* APSIPA16, summary for both prior submissions and full submissions is given on the special session.
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==Registration procedure==
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If you are interested to participate the challenge, or if you have any other questions, comments, suggestions about the challenge, please send email to the organizer:
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* Dr. Dong Wang (wangdong99@mails.tsinghua.edu.cn)
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* Ms. Qing Chen(chenqing@speechocean.com)
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=AP16-OLR challenge results released=
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===Cavg results===
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{| class="wikitable"
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! Rank !! Team !! Cavg!! EET% !! minDCF !! IDR% !!Main researchers
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|-
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|1 || <span style="color:#FF0000">NUS and I2R (1), Singapore</span>  || 1.13 || 1.09 || 0.0108 || 97.56 || Haizhou Li, Hanwu Sun, Kong Aik Lee, Nguyen Trung Hieu, Bin Ma
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|-
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|2 || <span style="color:#FF0000">NUS and I2R (2), Singapore</span>  || 1.70 || 1.02 || 0.0101 || 97.60  || Haizhou Li, Hanwu Sun, Kong Aik Lee, Nguyen Trung Hieu, Bin Ma
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|-
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|3 || <span style="color:#FF0000">USTC, China</span> || 1.79 || 2.17 || 0.0205 || 96.94 || Wu Guo
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|-
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|4 || NTUT, Taiwan, China || 5.86 || 5.88 || 0.0586 || 87.02 || Yuanfu Liao , Sing-Yue Wang
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|-
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|5 || MMCL_RUC, China ||  6.06 ||  6.16 || 0.0610 || 86.21 || Haibing Cao, Qin Jin
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|-
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|6  || PJ-Han, Germany ||14.00 || 17.34 || 0.1365 || 77.65 || Anonymous
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|-
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|7  || NTU, Singapore  || 14.72 || 17.44 || 0.1657 || 71.44 || Haihua Xu
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|-
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|8  || XS-CO, China  || 36.99  || 40.26 || 0.3924 || 31.91 || Anonymous
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|-
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|9  || TLO, China  || 50.00  || 53.34 || 0.4999 ||12.37 || Anonymous
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|-
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|}
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* Red submissions are better than the baseline by CSLT
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* USTC is the only prior submission
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* NUS and I2R systems used  40 days
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===DET curves===
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[[文件:ap16-olr-det.png]]
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===More details===
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* More details are in the slides on the AP16 special session. Click [[媒体文件:AP16-Language-final.pdf|here]]
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2021年7月19日 (一) 02:47的最后版本

Events

OLR Challenge 2016

OLR Challenge 2017

OLR Challenge 2018 (with workshop)

OLR Challenge 2019

OLR Challenge 2020 (Interspeech 2021 Special Session)

OLR Challenge 2021

Organizers

Tsinghua.png Xiamendaxue.png Xibeigongye.png Kunshanduke.jpg

Spo.jpg

Sponsors

Roobo.png Ceafos.jpg