Duplicate from platzi/platzi-curso-gradio-blocks

Co-authored-by: Omar Espejel <espejelomar@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,31 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zstandard filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,14 @@
+---
+title: platzi-curso-gradio-blocks
+emoji: 📚
+colorFrom: red
+colorTo: pink
+sdk: gradio
+sdk_version: 3.1.1
+app_file: app.py
+pinned: false
+license: mit
+duplicated_from: platzi/platzi-curso-gradio-blocks
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,36 @@
+import gradio as gr
+from transformers import pipeline
+
+trans = pipeline("automatic-speech-recognition", model = "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 para la clase de Platzi sobre cómo usar los Blocks de Gradio.")
+    with gr.Tabs():
+      with gr.TabItem("Transcribe audio en español"):
+        with gr.Row():
+          audio = gr.Audio(source="microphone", type="filepath")
+          transcripcion = gr.Textbox()
+        b1 = gr.Button("Transcribe porfa")
+    
+      with gr.TabItem("Análisis de sentimiento en español"):
+        with gr.Row():
+          texto = gr.Textbox()
+          label = gr.Label()
+        b2 = gr.Button("Sentimiento porfa")
+
+    b1.click(audio_a_texto, inputs=audio, outputs=transcripcion)
+    b2.click(texto_a_sentimiento, inputs=texto, outputs=label)
+
+demo.launch()

requirements.txt

@@ -0,0 +1,3 @@
+transformers
+gradio
+torch