Spaces:
Runtime error
Runtime error
File size: 781 Bytes
483362e 0cc869c 483362e 0cc869c 483362e 84d64d1 0cc869c 483362e |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 |
from transformers import pipeline
import gradio as gr
pipe_fine = pipeline(model="zeihers-mart/whisper-small-swedish-basic")
pipe_raw = pipeline(model="openai/whisper-small")
def transcribe(audio):
text_sv = pipe_fine(audio)["text"]
print(f"Audio transcribed: {text_sv}")
text_raw= pipe_raw(audio)["text"]
print(f"Text translated: {text_raw}")
return text_sv, text_raw
iface = gr.Interface(
fn=transcribe,
inputs=gr.Audio(sources=["microphone"], type="filepath"),
outputs=[gr.Textbox(label="Fine-tuned transcription"),
gr.Textbox(label="Whisper Transcription")],
title="Finetuned Whisper Swedish Small",
description="Realtime demo for Swedish speech recognition using a fine-tuned Whisper small model.",
)
iface.launch() |