[Apologies for cross-posting]

Call for Participation

IEEE-MLSP Non-native Children’s Automatic Speech Assessment Challenge (NOCASA)
https://teflon.aalto.fi/nocasa-2025/ 

The IEEE-MLSP Non-native Children’s Automatic Speech Assessment Challenge 
(NOCASA) is an open Challenge aiming to develop new Speech Assessment tools for 
young language learners. The data consists of recordings of children of 5 – 12 
years repeating the words in Norwegian that were played to them. The children 
include L1 speakers, beginner learners of L2 Norwegian and children who had no 
previous exposure to Norwegian. For each recording in the data, we provide the 
expected word’s orthographic transcription and the speech accuracy assessment 
score of 1 – 5, which is given by human experts. The task of the participants 
is to develop an automatic speech assessment system and use it to predict the 
score of each utterance in the given test data. For more details, please visit 
https://teflon.aalto.fi/nocasa-2025/
The results of the Challenge will be presented at the IEEE MLSP 2025 
(https://2025.ieeemlsp.org/en/ ) conference in Istanbul.

To participate in the Challenge, email the organisers 
<mailto:[email protected]>.

Organisers:

Mikko Kurimo: [email protected] (Aalto University, Finland)
Tamas Grosz: [email protected] (Aalto University, Finland)
Giampiero Salvi: [email protected] (NTNU, Norway)

This challenge is supported by “Technology-enhanced foreign and second-language 
learning of Nordic languages (TEFLON)”  https://teflon.aalto.fi/ NordForsk 
project nr. 103893.

Important Dates:

Team registration starts: March 19.
Training and test data released: March 19.
Evaluation system opens: April 2.
Baseline paper (and code) released: April 27.
Paper submission deadline: May 20.
Evaluation system closes, and the leaderboard is public: May 20.
Post-Challenge evaluation phase: from May 20 until July 15.
Notification of paper acceptance: June 24.
Camera-ready upload July 15.

To get started:

Please register your team by email to
Mikko Kurimo: [email protected]<mailto:[email protected]>.

Then, please obtain the End-User License Agreement (EULA) (from 
https://teflon.aalto.fi/nocasa-2025/    ) to get access and further 
instructions for the download of the datasets: Please fill out electronically 
the PDF for the dataset you wish to obtain, and print, sign, scan, and email - 
to the email addresses indicated on the website. The agreement has to be signed 
by a permanent staff member.

After downloading the data, you can start your experiments directly with the 
data sets. Once you have found the best method, you should write and submit a 
technical paper for the Challenge Session at IEEE-MLSP. At the same time, you 
can test your models by uploading the test predictions to the submission 
system, and we will let you know the results of your models.

If you have questions, contact all of the Organizers (see above).
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