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@ML-MSAI-2024-hackathon

ML@MSAI-2024-hackathon

Hackathon Entry Page

Welcome! Let's go straight to the challenge.

📂 You are given the following DATA:

  • 🎺 A dataset of musical instruments.
    • The sounds are partially labeled: some instruments have a class label, some don't.
    • The labels are noisy: they are inconsistent and potentially wrong.
  • 🎼 A song without instruments.
    • The song has the notes written in, but its instruments are muted.
    • The instrument labels appearing in the song are also given. But we don't tell you which note corresponds to which instrument.

✅ Here's your list of TASKS:

  • Label consistently all the instruments in the dataset.
  • 🏁 Be sure to look up, as we will have an automatically-update live leaderboard!
  • Play the "unknown.mod" song.
  • The song is famous! What's the title?
  • Generate new sounds and use them to play the song.

You can address the tasks in any order you prefer.

📩 Submission

📄 Submit a brief one-page REPORT (don't overdo it!) of your best submission before June 2nd 2024 at 23:59 via email to Prof. Rodolà.

📈 Metrics and SCORING

  • 🏷️ You'll get points depending on your labeling accuracy.
  • 🎶 You'll get +0.25 points if you play the song at least once.
  • 🤩 You'll get +1 point if you guess correctly the song title.
  • 🎧 You'll get points depending on how we like your song with new sounds.

🔊 Getting started with audio processing

Here you can find a primer notebook on audio processing.

Make sure to understand everything, as the functions described in it may come in handy during the hackathon.

🗃️ Getting started with data

Here you can find all information regarding the data that you will need to use in the hackathon.

🚀 Up to you now!

You can now start working on the hackathon!

🏁 Be sure to look up, as we will have an live leaderboard!

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