Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
|
@@ -1,6 +1,7 @@
|
|
| 1 |
-
import io
|
| 2 |
import os
|
|
|
|
| 3 |
import gradio as gr
|
|
|
|
| 4 |
from google.cloud import speech
|
| 5 |
from google.api_core.client_options import ClientOptions
|
| 6 |
|
|
@@ -11,11 +12,25 @@ API_KEY = os.getenv("GOOGLE_API_KEY")
|
|
| 11 |
if not API_KEY:
|
| 12 |
raise ValueError("La API Key de Google no está configurada. Configúrala en la variable de entorno GOOGLE_API_KEY.")
|
| 13 |
|
| 14 |
-
def
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 15 |
"""Transcribe audio a texto usando Google Cloud Speech-to-Text con API Key."""
|
| 16 |
-
if
|
| 17 |
return '', ''
|
| 18 |
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
# Configurar el cliente de Speech-to-Text con API Key
|
| 20 |
client_options = ClientOptions(api_key=API_KEY)
|
| 21 |
client = speech.SpeechClient(client_options=client_options)
|
|
@@ -29,7 +44,7 @@ def transcribe(file_name):
|
|
| 29 |
)
|
| 30 |
|
| 31 |
# Cargar el audio en binario
|
| 32 |
-
with io.open(
|
| 33 |
content = audio_file.read()
|
| 34 |
audio = speech.RecognitionAudio(content=content)
|
| 35 |
|
|
@@ -46,16 +61,19 @@ def transcribe(file_name):
|
|
| 46 |
|
| 47 |
return ' '.join(transcript), '\n'.join(confidence)
|
| 48 |
|
| 49 |
-
# Configuración de la interfaz Gradio
|
| 50 |
output1 = gr.Textbox(label='Transcripción')
|
| 51 |
output2 = gr.Textbox(label='Confianza')
|
| 52 |
|
| 53 |
demo = gr.Interface(
|
| 54 |
transcribe,
|
| 55 |
-
|
|
|
|
|
|
|
|
|
|
| 56 |
[output1, output2],
|
| 57 |
-
title='Demo Reconocimiento de
|
| 58 |
-
description='<p>Grabar audio para convertir voz a texto usando
|
| 59 |
)
|
| 60 |
|
| 61 |
demo.launch()
|
|
|
|
|
|
|
| 1 |
import os
|
| 2 |
+
import io
|
| 3 |
import gradio as gr
|
| 4 |
+
import subprocess
|
| 5 |
from google.cloud import speech
|
| 6 |
from google.api_core.client_options import ClientOptions
|
| 7 |
|
|
|
|
| 12 |
if not API_KEY:
|
| 13 |
raise ValueError("La API Key de Google no está configurada. Configúrala en la variable de entorno GOOGLE_API_KEY.")
|
| 14 |
|
| 15 |
+
def convert_to_wav(input_file):
|
| 16 |
+
"""Convierte archivos de audio a formato WAV LINEAR16 si es necesario."""
|
| 17 |
+
output_file = input_file + ".wav"
|
| 18 |
+
command = [
|
| 19 |
+
"ffmpeg", "-y", "-i", input_file,
|
| 20 |
+
"-acodec", "pcm_s16le", "-ar", "44100", "-ac", "1", output_file
|
| 21 |
+
]
|
| 22 |
+
subprocess.run(command, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
|
| 23 |
+
return output_file
|
| 24 |
+
|
| 25 |
+
def transcribe(file_path):
|
| 26 |
"""Transcribe audio a texto usando Google Cloud Speech-to-Text con API Key."""
|
| 27 |
+
if file_path is None:
|
| 28 |
return '', ''
|
| 29 |
|
| 30 |
+
# Convertir a formato WAV si es necesario
|
| 31 |
+
if not file_path.endswith(".wav"):
|
| 32 |
+
file_path = convert_to_wav(file_path)
|
| 33 |
+
|
| 34 |
# Configurar el cliente de Speech-to-Text con API Key
|
| 35 |
client_options = ClientOptions(api_key=API_KEY)
|
| 36 |
client = speech.SpeechClient(client_options=client_options)
|
|
|
|
| 44 |
)
|
| 45 |
|
| 46 |
# Cargar el audio en binario
|
| 47 |
+
with io.open(file_path, "rb") as audio_file:
|
| 48 |
content = audio_file.read()
|
| 49 |
audio = speech.RecognitionAudio(content=content)
|
| 50 |
|
|
|
|
| 61 |
|
| 62 |
return ' '.join(transcript), '\n'.join(confidence)
|
| 63 |
|
| 64 |
+
# Configuración de la interfaz Gradio con opciones de grabación y subida de archivos
|
| 65 |
output1 = gr.Textbox(label='Transcripción')
|
| 66 |
output2 = gr.Textbox(label='Confianza')
|
| 67 |
|
| 68 |
demo = gr.Interface(
|
| 69 |
transcribe,
|
| 70 |
+
[
|
| 71 |
+
gr.Audio(sources=["microphone"], type="filepath", label='Grabar audio aquí', streaming=False),
|
| 72 |
+
gr.File(label="Subir archivo de audio")
|
| 73 |
+
],
|
| 74 |
[output1, output2],
|
| 75 |
+
title='Demo Reconocimiento de Voz con Google',
|
| 76 |
+
description='<p>Grabar o subir un archivo de audio para convertir voz a texto usando Google Cloud Speech-to-Text.</p>'
|
| 77 |
)
|
| 78 |
|
| 79 |
demo.launch()
|