Spaces:
Runtime error
Runtime error
| import gradio as gr | |
| from transformers import pipeline | |
| trans = pipeline("automatic-speech-recognition", "facebook/wav2vec2-large-xlsr-53-spanish") | |
| clasificador = pipeline("text-classification", model = "pysentimiento/robertuito-sentiment-analysis") | |
| def audio_a_texto(audio): | |
| text = trans(audio)["text"] | |
| return text | |
| def texto_a_sentimiento(text): | |
| return clasificador(text)[0]["label"] | |
| demo = gr.Blocks() | |
| with demo: | |
| gr.Markdown("Demo") | |
| audio = gr.Audio(source = "microphone", type = "filepath") | |
| texto = gr.Textbox() | |
| b1 = gr.Button("Transcribe!") | |
| b1.click( | |
| fn = audio_a_texto, | |
| inputs = audio, | |
| outputs = texto | |
| ) | |
| label = gr.Label() | |
| b2 = gr.Button("Clasify!") | |
| b2.click( | |
| fn = texto_a_sentimiento, | |
| inputs = texto, | |
| outputs = label | |
| ) | |
| demo.launch() | |