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CPC2 eval data released

· One min read
Jon Barker
Clarity Team Member

The CPC2 evaluation data has now been released.

The data is available for download as a single 478 MB file, clarity_CPC2_data.test.v1_0.tgz. The evaluation data should be untarred into the same root as the training data. Further details can be found on the challenge website.

The data consists of the hearing aid algorithm output signals, clean reference signals, listener audiograms, and head rotation information. Listener responses are not provided for the evaluation data but will be made available after the submission window has closed.

For details on how to prepare your submission please see the instructions on the website.

If you have any questions please feel free to post them on this forum.

The submission window will close on the 31st of July.

Good luck!

Clarity-2023 Workshop @ Interspeech, Dublin

· 3 min read
Jon Barker
Clarity Team Member

We are pleased to announce the 4th ISCA Clarity Workshop on Machine Learning Challenges for Hearing Aids (Clarity-2023).

The event will be a one-day workshop held as an ISCA satellite event to Interspeech 2023 in Dublin, Ireland.

For registration and programme details please visit the workshop website

https://claritychallenge.github.io/clarity2023-workshop/

IMPORTANT DATES

  • 2nd June 2023 - Workshop Submission Deadline (Regular Papers)
  • 31st July 2023 - Workshop Submission Deadline (Clarity Challenge Papers)
  • 5th August 2023 - Registration closes
  • 19th August - Workshop / Clarity Challenge results announced

Announcing the 2nd Clarity Prediction Challenge (CPC2)

· 2 min read
Jon Barker
Clarity Team Member
Trevor Cox
Clarity Team Member

The 2nd Clarity Prediction Challenge - Register Now

To allow the development of better hearing aids, we need ways to evaluate the speech intelligibility of audio signals automatically. We need a prediction model that takes the audio produced by a hearing aid and the listener's characteristics (e.g. audiogram) and estimates the speech intelligibility score that the listener would achieve in a listening test.

Last year we ran the CPC1 Challenge to develop such models. The challenge was presented at an online workshop and a special session of Interspeech 2022. We are now running the 2nd round of this challenge (CPC2), which builds on the first by using more complex signals and a larger set of listening test data for training and evaluating the prediction systems.

The outputs of the new challenge will be presented at an ISCA workshop that is being run as a satellite event to Interspeech 2023 in Dublin on 19th August 2023.

Full details can be found on the Challenge Website.

ICASSP 2023 evaluation data released

· One min read
Jon Barker
Clarity Team Member
Trevor Cox
Clarity Team Member

We are pleased to announce that the evaluation dataset for the ICASSP Clarity Challenge is now available for download.

https://www.myairbridge.com/en/#!/folder/EkthOZZeBW33aaDBWSDadTgpOkbgaFxO

For instructions on preparing your submission please visit:

https://claritychallenge.org/docs/icassp2023/taking_part/icassp2023_submission

If you have not yet registered it is not too late to do so. Please use the form at the link below and we will then send you a Team ID and a personalised upload link for your submission.

https://claritychallenge.org/docs/icassp2023/taking_part/icassp2023_registration

Note, we have extended the deadline for submission until Friday 10th February so that teams have a full week to process the signals.

The remaining schedule is as follows,

  • 2nd Feb 2023: Release of evaluation data.
  • 10th Feb 2023: Teams submit processed signals and technical reports.
  • 14th Feb 2023: Results released. Top 5 ranked teams invited to submit papers to ICASSP-2023
  • 20th Feb 2023: Invited papers submitted to ICASSP-2023
  • 4-9th June 2023: Overview paper and invited papers presented at dedicated ICASSP session

Announcement of ICASSP 2023 Grand Challenge

· One min read
Clarity Team Member

We are pleased to announce that registration for the ICASSP 2023 Clarity Grand Challenge is now open.

To register please complete the simple Google form found on the registration page.

The remaining important dates for the challenge are as follows:

  • 28th Nov 2022: Challenge launch: Release training/dev data; tools; baseline; rules & documentation.
  • 2nd Feb 2023: Release of evaluation data.
  • 10th Feb 2023: Teams submit processed signals and technical reports.
  • 14th Feb 2023: Results released. Top 5 ranked teams invited to submit papers to ICASSP-2023
  • 20th Feb 2023: Invited papers submitted to ICASSP-2023
  • 4-9th June 2023: Overview paper and invited papers presented at dedicated ICASSP session

The challenge training, dev data and initial tools are now fully from the Github repository.

If you have any questions please do not hesitate to contact us at claritychallengecontact@gmail.com.