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from huggingface_hub import InferenceClient | |
import gradio as gr | |
# Initialize the InferenceClient with the Mixtral model | |
client = InferenceClient("mistralai/Mixtral-8x7B-Instruct-v0.1") | |
def translate_srt(srt_file, source_lang, target_lang): | |
srt_content = srt_file.read().decode("utf-8") | |
translated_lines = [] | |
# Split the SRT file into lines | |
lines = srt_content.split("\n") | |
for line in lines: | |
# Check if the line is a timestamp or an empty line | |
if line.strip().isdigit() or "-->" in line or line == "": | |
translated_lines.append(line) | |
else: | |
# Translate the text line | |
response = client(text=line, parameters={"src_lang": source_lang, "tgt_lang": target_lang}) | |
translated_text = response["generated_text"] | |
translated_lines.append(translated_text) | |
translated_srt = "\n".join(translated_lines) | |
return translated_srt | |
# Define the Gradio interface | |
iface = gr.Interface( | |
fn=translate_srt, | |
inputs=[ | |
gr.inputs.File(label="Upload SRT File"), | |
gr.inputs.Textbox(label="Source Language (ISO Code)", placeholder="e.g., en for English"), | |
gr.inputs.Textbox(label="Target Language (ISO Code)", placeholder="e.g., es for Spanish") | |
], | |
outputs="text", | |
title="SRT Translator", | |
description="Translate SRT (SubRip subtitle) files from one language to another." | |
) | |
iface.launch() | |