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song_lyrics

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Update README.md

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@@ -2,6 +2,6 @@ Creation Steps
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  - Downloaded [5 Million Song Dataset](https://www.kaggle.com/datasets/nikhilnayak123/5-million-song-lyrics-dataset) from Kaggle
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  - Selected quality artists, as defined by me
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  - Remove songs featuring any [profanity](https://github.com/surge-ai/profanity)
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- - Removed annotations (in brackets)
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- - Added normalized version of lyrics (lower case, remove punctuation, remove stopwords, lemmatize)
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  - Computed four sets of embeddings using all-MiniLM-L12-v2, all-distilroberta-v1, text-embedding-ada-002, and average_word_embeddings_glove.840B.300d
 
2
  - Downloaded [5 Million Song Dataset](https://www.kaggle.com/datasets/nikhilnayak123/5-million-song-lyrics-dataset) from Kaggle
3
  - Selected quality artists, as defined by me
4
  - Remove songs featuring any [profanity](https://github.com/surge-ai/profanity)
5
+ - Added normalized version of lyrics (used for GloVe embedding only)
6
+ - lower case, remove punctuation, remove stopwords, lemmatize)
7
  - Computed four sets of embeddings using all-MiniLM-L12-v2, all-distilroberta-v1, text-embedding-ada-002, and average_word_embeddings_glove.840B.300d