Upload app.py

app.py

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+# -*- coding: utf-8 -*-
+"""
+Created on Thu Sep  8 20:02:01 2022
+
+@author: User
+"""
+
+import streamlit as st
+from selenium import webdriver
+from selenium.webdriver.chrome.service import Service
+from webdriver_manager.chrome import ChromeDriverManager
+from bs4 import BeautifulSoup
+from selenium.webdriver.chrome.options import Options
+
+from transformers import pipeline
+
+
+driver = webdriver.Chrome(service=Service(ChromeDriverManager().install()))
+
+st.title('Music Lyrics Summarizer')
+st.subheader('A Summary of the lyrics of your favourite English songs, prepared by AI')
+def get_lyrics(inp):
+    
+    lyrics_text=[]
+    strung_together=''.join(inp.split(' '))
+    initial="https://www.google.com/search?q="
+    str_=f"{initial}{strung_together}+lyrics&oq="
+    
+    driver.get(str_) 
+    src = driver.page_source
+    soup = BeautifulSoup(src, 'lxml')
+    
+    lyrics_soup = soup.find_all('div', {'class': 'ujudUb'})
+    for span_tags in lyrics_soup:
+        span_content=soup.find_all('span', {'jsname': 'YS01Ge'})
+        for embedded_lyrics in span_content:
+            lyrics_text.append(embedded_lyrics.get_text())
+    return lyrics_text
+
+inp=st.text_input(label='Insert song name and artist name:')
+st.caption('Please wait while the AI tries to read the lyrics of your song from Google and understand it.')
+
+lyrics=get_lyrics(inp) 
+transcript=''
+for i in lyrics:
+    transcript+=i+'.'+' '
+summarizer = pipeline("summarization", model="knkarthick/MEETING-SUMMARY-BART-LARGE-XSUM-SAMSUM-DIALOGSUM") 
+
+def summarize(lyrics):
+    try:
+        summed=summarizer(transcript[:len(transcript)],max_length=200,min_length=100)
+    except IndexError:
+        summed=summarizer(transcript[:3000],max_length=200,min_length=100)
+        
+    return summed[0]['summary_text']
+
+summary=summarize(transcript[:len(transcript)-10])
+#print(summary)
+st.caption("<->  You have a cool music taste. But what's cooler is my ability to understand music  <->")
+st.write(summary)
+
+st.stop()
+