Khutbah Summarizer Task

[UsamaMo]

• Summarize Khutbahs from Youtube Videos
• Paste a Youtube link into this program and it will output the English summary
• Should be Free of cost
• Search up pretrained models that can summarize (find free ones)
• get transcript of khutbah then summarize

Transcribe Youtube Video: https://pypi.org/project/youtube-transcript-api/

• you can use this to get the transcript , concatenate the JSON text to get the full khutbah

[UsamaMo]

https://huggingface.co/docs/transformers/model_doc/bart

[UsamaMo]

from transformers import AutoTokenizer, FlaxBartForConditionalGeneration

model = FlaxBartForConditionalGeneration.from_pretrained("facebook/bart-large-cnn") tokenizer = AutoTokenizer.from_pretrained("facebook/bart-large-cnn")

ARTICLE_TO_SUMMARIZE = "My friends are cool but they eat too many carbs." inputs = tokenizer([ARTICLE_TO_SUMMARIZE], max_length=1024, return_tensors="np")

Generate Summary

summary_ids = model.generate(inputs["input_ids"]).sequences print(tokenizer.batch_decode(summary_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False))