Update app.py
Browse files
app.py
CHANGED
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import streamlit as st
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from transformers import pipeline
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import google.generativeai as genai
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from pytube import Search
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import speech_recognition as sr
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# Load sentiment analysis model
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mood_classifier = pipeline("sentiment-analysis")
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# Speech-to-text function
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def speech_to_text():
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recognizer = sr.Recognizer()
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with sr.Microphone() as source:
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st.write("🎤 Speak now...")
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audio = recognizer.listen(source)
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try:
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text = recognizer.recognize_google(audio)
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st.write(f"🎤 You said: **{text}**")
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return text
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except sr.UnknownValueError:
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st.error("Sorry, I could not understand your audio.")
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return None
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except sr.RequestError:
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st.error("Sorry, there was an issue with the speech recognition service.")
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return None
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# Functions
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def detect_mood(text):
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result = mood_classifier(text)[0]
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if result['label'] == 'POSITIVE':
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return "joyful"
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elif result['label'] == 'NEGATIVE':
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return "sad"
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else:
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return "neutral"
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def get_song_recommendations(mood, api_key):
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try:
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genai.configure(api_key=api_key)
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model = genai.GenerativeModel('gemini-pro')
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prompt = f"Suggest 3 popular Indian {mood} songs."
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response = model.generate_content(prompt)
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return response.text
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except Exception as e:
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st.error(f"Error using Gemini API: {e}")
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return None
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def search_youtube(query):
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search = Search(query)
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return search.results[0].watch_url
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# Streamlit App
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st.title("🎵 Mood-Based Indian Song Player")
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# Sidebar for user input
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st.sidebar.header("How are you feeling today?")
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mood_options = ["happy", "sad", "energetic", "romantic", "calm"]
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# Input for Gemini API key
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gemini_api_key = st.sidebar.text_input("Enter your Gemini API Key:", type="password")
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# Add a button for speech input
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if st.sidebar.button("🎤 Speak your mood"):
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user_mood = speech_to_text()
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else:
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user_mood = st.sidebar.selectbox("Or select your mood:", mood_options)
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# Playlist
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if 'playlist' not in st.session_state:
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st.session_state.playlist = []
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# Main content
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if user_mood and gemini_api_key:
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mood = detect_mood(user_mood)
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st.write(f"🎭 Detected Mood: **{mood}**")
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st.write("🎵 Recommended Songs:")
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recommendations = get_song_recommendations(mood, gemini_api_key)
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if recommendations:
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st.write(recommendations)
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song_names = recommendations.split("\n")
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for song in song_names:
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if song.strip():
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st.write(f"🔍 Searching for: **{song}**")
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video_url = search_youtube(song)
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st.video(video_url)
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# Add to playlist button
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if st.button(f"Add '{song}' to Playlist"):
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st.session_state.playlist.append((song, video_url))
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st.success(f"Added '{song}' to your playlist!")
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else:
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st.error("Failed to get song recommendations. Please check your API key.")
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elif not gemini_api_key:
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st.warning("Please enter your Gemini API key to get started.")
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# Display the playlist
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st.sidebar.header("Your Playlist")
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for idx, (song, url) in enumerate(st.session_state.playlist):
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st.sidebar.write(f"{idx + 1}. {song}")
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if st.sidebar.button(f"Play {song}", key=f"play_{idx}"):
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st.video(url)
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