Creation Steps
- Downloaded 5 Million Song Dataset from Kaggle
- Selected quality artists, as defined by me
- Remove songs featuring any profanity
- Added normalized version of lyrics (used for GloVe embedding only)
- lower case, remove punctuation, remove stopwords, lemmatize)
- Computed four sets of embeddings using all-MiniLM-L12-v2, all-distilroberta-v1, text-embedding-ada-002, and average_word_embeddings_glove.840B.300d