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gradio-lite-transformers-js-whisper

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whitphx HF staff commited on Feb 26

Commit

c082a07

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1 Parent(s): eb60822

Update index.html

Files changed (1) hide show

index.html CHANGED Viewed

@@ -20,38 +20,39 @@
     <body>
         <gradio-lite>
             <gradio-file name="app.py" entrypoint>
 import gradio as gr
-from filters import as_gray
-def process(input_image):
-    output_image = as_gray(input_image)
-    return output_image
 demo = gr.Interface(
-    process,
-    "image",
-    "image",
-    examples=["lion.jpg", "logo.png"],
 )
 demo.launch()
             </gradio-file>
-            <gradio-file name="filters.py">
-from skimage.color import rgb2gray
-def as_gray(image):
-    return rgb2gray(image)
-            </gradio-file>
-            <gradio-file name="lion.jpg" url="https://raw.githubusercontent.com/gradio-app/gradio/main/gradio/test_data/lion.jpg" />
-            <gradio-file name="logo.png" url="https://raw.githubusercontent.com/gradio-app/gradio/main/guides/assets/logo.png" />
             <gradio-requirements>
-# Same syntax as requirements.txt
-scikit-image
             </gradio-requirements>
         </gradio-lite>
     </body>
-</html>

     <body>
         <gradio-lite>
             <gradio-file name="app.py" entrypoint>
+from transformers_js_py import import_transformers_js, read_audio
 import gradio as gr
+transformers = await import_transformers_js()
+pipeline = transformers.pipeline
+pipe = await pipeline('automatic-speech-recognition', 'Xenova/whisper-tiny.en')
+async def asr(audio_path):
+    audio = read_audio(audio_path, 16000)
+    result = await pipe(audio)
+    return result["text"]
 demo = gr.Interface(
+    asr,
+    gr.Audio(type="filepath"),
+    gr.Text(),
+    examples=[
+        ["jfk.wav"],
+    ]
 )
 demo.launch()
             </gradio-file>
+            <gradio-file name="jfk.wav" url="https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/jfk.wav" />
             <gradio-requirements>
+transformers_js_py
+numpy
+scipy
             </gradio-requirements>
         </gradio-lite>
     </body>
+</html>