interfaz+etiquetados

audio_classifier.py

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+import streamlit as st
+import os
+import shutil
+from pathlib import Path
+import random
+from datetime import datetime
+
+# Configuración de la página
+st.set_page_config(
+    page_title="Clasificador de Audios - Cotorras",
+    page_icon="🎵",
+    layout="wide"
+)
+
+# Configuración de directorios
+@st.cache_data
+def get_directories():
+    """Obtiene la configuración de directorios"""
+    return {
+        'input_dir': './clips/1_grabacion_inia',  # Directorio de entrada
+        'cotorra_dir': './clips/cotorra_inia',  # Cotorras
+        'no_cotorra_aves_dir': './clips/no_cotorra/aves',  # Otras aves
+        'no_cotorra_generico_dir': './clips/no_cotorra'  # Otros sonidos
+    }
+
+def create_directories():
+    """Crea los directorios de clasificación si no existen"""
+    dirs = get_directories()
+    for dir_path in dirs.values():
+        if dir_path != dirs['input_dir']:
+            Path(dir_path).mkdir(parents=True, exist_ok=True)
+
+def get_audio_files():
+    """Obtiene la lista de archivos de audio del directorio de entrada"""
+    dirs = get_directories()
+    input_dir = dirs['input_dir']
+    
+    if not os.path.exists(input_dir):
+        st.error(f"El directorio de entrada no existe: {input_dir}")
+        return []
+    
+    # Extensiones de audio soportadas
+    audio_extensions = {'.wav', '.mp3', '.m4a', '.flac', '.ogg'}
+    
+    audio_files = []
+    for file in os.listdir(input_dir):
+        if Path(file).suffix.lower() in audio_extensions:
+            audio_files.append(file)
+    
+    return sorted(audio_files)
+
+def move_audio_file(filename, destination_dir):
+    """Mueve un archivo de audio a la carpeta de destino"""
+    dirs = get_directories()
+    source_path = os.path.join(dirs['input_dir'], filename)
+    dest_path = os.path.join(destination_dir, filename)
+    
+    try:
+        shutil.move(source_path, dest_path)
+        
+        # Log en terminal
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        
+        # Lógica corregida para detectar categoría
+        if destination_dir == dirs['cotorra_dir']:
+            category = "COTORRA"
+        elif destination_dir == dirs['no_cotorra_aves_dir']:
+            category = "OTRAS AVES"
+        elif destination_dir == dirs['no_cotorra_generico_dir']:
+            category = "OTROS SONIDOS"
+        else:
+            category = "DESCONOCIDO"
+        
+        print(f"[{timestamp}] ✅ MOVIDO: {filename} → {category}")
+        print(f"   📁 Origen: {source_path}")
+        print(f"   📁 Destino: {dest_path}")
+        print(f"   📊 Categoría: {category}")
+        print("-" * 80)
+        
+        return True
+    except Exception as e:
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        print(f"[{timestamp}] ❌ ERROR al mover: {filename}")
+        print(f"   Error: {e}")
+        print("-" * 80)
+        st.error(f"Error al mover el archivo: {e}")
+        return False
+
+def get_audio_file_path(filename):
+    """Obtiene la ruta completa del archivo de audio"""
+    dirs = get_directories()
+    return os.path.join(dirs['input_dir'], filename)
+
+def main():
+    st.title("🎵 Clasificador de Audios - Cotorras")
+    st.markdown("---")
+    
+    # Log de inicio
+    if 'app_started' not in st.session_state:
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        print(f"[{timestamp}] 🚀 INICIANDO Clasificador de Audios - Cotorras")
+        print("=" * 80)
+        st.session_state.app_started = True
+    
+    # Crear directorios si no existen
+    create_directories()
+    
+    # Obtener archivos de audio
+    audio_files = get_audio_files()
+    
+    if not audio_files:
+        st.warning("No se encontraron archivos de audio en el directorio de entrada.")
+        st.info("Asegúrate de que el directorio './clips/1_grabacion_inia' contenga archivos de audio.")
+        return
+    
+    # Inicializar estado de la sesión
+    if 'current_file_index' not in st.session_state:
+        st.session_state.current_file_index = 0
+        st.session_state.processed_files = 0
+        st.session_state.cotorra_count = 0
+        st.session_state.no_cotorra_aves_count = 0
+        st.session_state.no_cotorra_generico_count = 0
+        st.session_state.skipped_count = 0
+        
+        # Log de archivos encontrados
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        print(f"[{timestamp}] 📂 Encontrados {len(audio_files)} archivos de audio para clasificar")
+        print("=" * 80)
+    
+    # Obtener directorios
+    dirs = get_directories()
+    
+    # Mostrar estadísticas
+    col1, col2, col3, col4 = st.columns(4)
+    with col1:
+        st.metric("Archivos Restantes", len(audio_files) - st.session_state.processed_files)
+    with col2:
+        st.metric("Cotorras", st.session_state.cotorra_count)
+    with col3:
+        st.metric("Otras Aves", st.session_state.no_cotorra_aves_count)
+    with col4:
+        st.metric("Otros Sonidos", st.session_state.no_cotorra_generico_count)
+    
+    st.markdown("---")
+    
+    # Verificar si hay archivos para procesar
+    if st.session_state.current_file_index >= len(audio_files):
+        # Log de finalización
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        print(f"[{timestamp}] 🎉 CLASIFICACIÓN COMPLETADA!")
+        print(f"   📊 Total procesados: {st.session_state.processed_files}")
+        print(f"   🦜 Cotorras: {st.session_state.cotorra_count}")
+        print(f"   🐦 Otras Aves: {st.session_state.no_cotorra_aves_count}")
+        print(f"   🔊 Otros Sonidos: {st.session_state.no_cotorra_generico_count}")
+        print(f"   ⏭️ Saltados: {st.session_state.skipped_count}")
+        print("=" * 80)
+        
+        st.success("🎉 ¡Todos los archivos han sido clasificados!")
+        return
+    
+    # Obtener archivo actual
+    current_file = audio_files[st.session_state.current_file_index]
+    audio_path = get_audio_file_path(current_file)
+    
+    # Mostrar información del archivo actual
+    st.subheader(f"📁 Archivo actual: {current_file}")
+    
+    # Información del archivo
+    file_info = os.stat(audio_path)
+    file_size_mb = file_info.st_size / (1024 * 1024)
+    
+    col1, col2 = st.columns(2)
+    with col1:
+        st.info(f"**Tamaño:** {file_size_mb:.2f} MB")
+    with col2:
+        st.info(f"**Progreso:** {st.session_state.current_file_index + 1} de {len(audio_files)}")
+    
+    # Reproductor de audio
+    st.markdown("### 🔊 Reproducir Audio")
+    
+    try:
+        with open(audio_path, "rb") as audio_file:
+            audio_bytes = audio_file.read()
+            st.audio(audio_bytes, format=f'audio/{Path(current_file).suffix[1:]}')
+    except Exception as e:
+        st.error(f"Error al cargar el audio: {e}")
+        return
+    
+    st.markdown("---")
+    
+    # Botones de clasificación
+    st.markdown("### 🏷️ Clasificar Audio")
+    
+    col1, col2, col3 = st.columns(3)
+    
+    with col1:
+        if st.button("🦜 **COTORRA**", type="primary", use_container_width=True):
+            if move_audio_file(current_file, dirs['cotorra_dir']):
+                st.session_state.cotorra_count += 1
+                st.session_state.processed_files += 1
+                st.session_state.current_file_index += 1
+                st.rerun()
+    
+    with col2:
+        if st.button("🐦 **OTRAS AVES**", type="secondary", use_container_width=True):
+            if move_audio_file(current_file, dirs['no_cotorra_aves_dir']):
+                st.session_state.no_cotorra_aves_count += 1
+                st.session_state.processed_files += 1
+                st.session_state.current_file_index += 1
+                st.rerun()
+    
+    with col3:
+        if st.button("🔊 **OTROS SONIDOS**", use_container_width=True):
+            if move_audio_file(current_file, dirs['no_cotorra_generico_dir']):
+                st.session_state.no_cotorra_generico_count += 1
+                st.session_state.processed_files += 1
+                st.session_state.current_file_index += 1
+                st.rerun()
+    
+    # Botón para saltar archivo (opcional)
+    st.markdown("---")
+    if st.button("⏭️ Saltar archivo (sin clasificar)", use_container_width=True):
+        # Log de archivo saltado
+        timestamp = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        print(f"[{timestamp}] ⏭️ SALTADO: {current_file}")
+        print(f"   📁 Archivo: {current_file}")
+        print(f"   📊 Progreso: {st.session_state.current_file_index + 1} de {len(audio_files)}")
+        print("-" * 80)
+        
+        st.session_state.skipped_count += 1
+        st.session_state.current_file_index += 1
+        st.rerun()
+    
+    # Información adicional
+    st.markdown("---")
+    st.markdown("### 📊 Información de Directorios")
+    
+    col1, col2, col3 = st.columns(3)
+    
+    with col1:
+        st.info(f"**Entrada:** {dirs['input_dir']}")
+    with col2:
+        st.info(f"**Cotorras:** {dirs['cotorra_dir']}")
+    with col3:
+        st.info(f"**Otras Aves:** {dirs['no_cotorra_aves_dir']}")
+    
+    st.info(f"**Otros Sonidos:** {dirs['no_cotorra_generico_dir']}")
+
+if __name__ == "__main__":
+    main() 

classify_requirements.txt

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+streamlit>=1.28.0
+pathlib 

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