https://github.com/adamyordan/lyrics-information-retrieval

Information Retrieval system to search music through databases utilizing Information Retrieval techniques
https://github.com/adamyordan/lyrics-information-retrieval

Last synced: 6 days ago
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Information Retrieval system to search music through databases utilizing Information Retrieval techniques

• Host: GitHub
• URL: https://github.com/adamyordan/lyrics-information-retrieval
• Owner: adamyordan
• Created: 2017-12-10T05:29:52.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2017-12-19T01:45:25.000Z (about 7 years ago)
• Last Synced: 2024-11-07T09:43:40.536Z (about 2 months ago)
• Language: Python
• Size: 40 KB
• Stars: 0
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Music-IR

Information Retrieval system to search music through databases utilizing Information Retrieval techniques

# Dependencies

* Flask (web server)

* pandas (reading csv)

* tqdm (progress bar)

# Running

* download dataset from kaggle https://www.kaggle.com/gyani95/380000-lyrics-from-metrolyrics, create new "ir/data" directory, and put dataset in the directory

* create virtualenv for the project

```

virtualenv env		

```

* activate virtualenv

```

source env/bin/activate

```

* install depedencies

```

pip install -r requirements.txt

```

- Generate tf-idf by running preprocessing.py

```

python ir/preprocessing.py

```

- WIP