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<h1 align="center">NotShazam :musical_note:</h1>
[NotShazam](https://notshazam.vercel.app/) is an implementation of Shazam's song recognition algorithm based on insights from these [resources](#resources-card-file-box). It integrates Spotify and YouTube APIs to find and download songs.
[NotShazam](https://notshazam.vercel.app/) is an implementation of Shazam's song recognition algorithm based on insights from these [resources](#resources). It integrates Spotify and YouTube APIs to find and download songs.
## Current Limitations
While the algorithm works excellently in matching a song with its exact file, it performs poorly in identifying the right match from a recording. However, this project is still a work in progress. I'm hopeful about making it work, but I could definitely use some help :slightly_smiling_face:.
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Final prediction: Voilà by André Rieu , score: 5390686.00
```
## Resources :card_file_box:
Resources :card_file_box:
-------------------------
- [How does Shazam work - Coding Geek](https://drive.google.com/file/d/1ahyCTXBAZiuni6RTzHzLoOwwfTRFaU-C/view) (main resource)
- [Song recognition using audio fingerprinting](https://hajim.rochester.edu/ece/sites/zduan/teaching/ece472/projects/2019/AudioFingerprinting.pdf)
- [How does Shazam work - Toptal](https://www.toptal.com/algorithms/shazam-it-music-processing-fingerprinting-and-recognition)