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from transformers import AutoModelForCausalLM, AutoTokenizer | |
import torch | |
import gradio as gr | |
from transformers import pipeline | |
pipe = pipeline(model="carlosaccardi/whisper-swedish-new") | |
def transcribe(audio): | |
text = pipe(audio)["text"] | |
generator = pipeline('text-generation', model = 'birgermoell/swedish-gpt') | |
return generator(text, max_length = 50, num_return_sequences=1)[0]['generated_text'] | |
iface = gr.Interface( | |
fn=transcribe, | |
inputs=gr.Audio(source="microphone", type="filepath"), | |
outputs="text", | |
title="Swedish text generation", | |
description="Tell the API a sentence to be completed.", | |
) | |
iface.launch() |