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stacked lstm model is trained on more than 7k hindi songs sequences to generate meaningful lyrics upto 20 words.

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ravis2114/Hindi-Song-Lyrics-Generation

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Hindi-Song-Lyrics-Generation


data is scrapped from lyricsindia

Model


LSTM (Stacked)

To Run:


Scrap data if not scrapped already:

python lyrics_scrapper.py

To clean data:

python clean_data.py

To Train and Create Model (I'd advise running it in colab TPU if you don't have super fast GPU):

python lyrics_generator.py

Some Result


-------seed text---------------

मेरी नज़र का सफ़र तुझपे ही आके रुके कहने को

-------generated text---------------

बाक़ी है दुःख माँगूँ खोल होगी सुनी मैं से बोले

आऊं ओहो आपकी जो न हो ओ जी तुम कहो

तुम चाक चिकी रकक नाक ऊँचा वर छल रखना तेरे

वे चली क़दम छत कोल ना आज मुडियो वे दिन

का घूँघट पट भरी चमके काली अँगड़ाइयाँ नज़रें हो तलत

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stacked lstm model is trained on more than 7k hindi songs sequences to generate meaningful lyrics upto 20 words.

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