Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+pipe2 = pipeline("automatic-speech-recognition", model="distil-whisper/distil-small.en")
+pipe3 = pipeline("automatic-speech-recognition", model="antony66/whisper-large-v3-russian")
+
+demo = gr.Blocks()
+
+
+def transcribe_speech_english(filepath):
+    if filepath is None:
+        gr.Warning("No audio found, please retry.")
+        return ""
+    output = pipe2(filepath)
+    return output["text"]
+
+
+def transcribe_speech_russian(filepath):
+    if filepath is None:
+        gr.Warning("No audio found, please retry.")
+        return ""
+    output = pipe3(filepath)
+    return output["text"]
+
+
+mic_transcribe_english = gr.Interface(
+    fn=transcribe_speech_english,
+    inputs=gr.Audio(sources="microphone",
+                    type="filepath"),
+    outputs=gr.Textbox(label="Transcription",
+                       lines=3),
+    allow_flagging="never")
+
+
+mic_transcribe_russian = gr.Interface(
+    fn=transcribe_speech_russian,
+    inputs=gr.Audio(sources="microphone",
+                    type="filepath"),
+    outputs=gr.Textbox(label="Transcription",
+                       lines=3),
+    allow_flagging="never")
+
+
+file_transcribe_english = gr.Interface(
+    fn=transcribe_speech_english,
+    inputs=gr.Audio(sources="upload",
+                    type="filepath"),
+    outputs=gr.Textbox(label="Transcription",
+                       lines=3),
+    allow_flagging="never",
+)
+
+
+file_transcribe_russian = gr.Interface(
+    fn=transcribe_speech_russian,
+    inputs=gr.Audio(sources="upload",
+                    type="filepath"),
+    outputs=gr.Textbox(label="Transcription",
+                       lines=3),
+    allow_flagging="never",
+)
+
+
+with demo:
+    gr.TabbedInterface(
+        [mic_transcribe_english,
+         file_transcribe_english,
+         mic_transcribe_russian,
+         file_transcribe_russian],
+        ["Transcribe Microphone English",
+         "Transcribe Audio File English",
+         "Transcribe Microphone Russian",
+         "Transcribe Audio File Russian"],
+    )
+
+demo.launch()