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Running
on
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Running
on
Zero
import gradio as gr | |
from gryannote_audio import AudioLabeling | |
from gryannote_pipeline import PipelineSelector | |
from gryannote_rttm import RTTM | |
from pyannote.audio import Pipeline | |
import os | |
def apply_pipeline(pipeline: Pipeline, audio): | |
"""Apply specified pipeline on the indicated audio file""" | |
annotations = pipeline(audio) | |
return ((audio, annotations), (audio, annotations)) | |
def update_annotations(data): | |
return rttm.on_edit(data) | |
with gr.Blocks() as demo: | |
gr.Markdown( | |
"[Gryannote](): The [pyannote](https://github.com/pyannote/pyannote-audio) audio labeling tool" | |
) | |
pipeline_selector = PipelineSelector(token=os.environ["HF_TOKEN"]) | |
pipeline_selector.select( | |
fn=pipeline_selector.on_select, | |
inputs=pipeline_selector, | |
outputs=pipeline_selector, | |
preprocess=False, | |
postprocess=False, | |
) | |
pipeline_selector.change( | |
fn=pipeline_selector.on_change, | |
inputs=pipeline_selector, | |
outputs=pipeline_selector, | |
preprocess=False, | |
postprocess=False, | |
) | |
audio_labeling = AudioLabeling( | |
type="filepath", | |
interactive=True, | |
) | |
run_btn = gr.Button("Run pipeline") | |
rttm = RTTM() | |
audio_labeling.edit( | |
fn=update_annotations, | |
inputs=audio_labeling, | |
outputs=rttm, | |
preprocess=False, | |
postprocess=False, | |
) | |
run_btn.click( | |
fn=apply_pipeline, | |
inputs=[pipeline_selector, audio_labeling], | |
outputs=[audio_labeling, rttm], | |
) | |
if __name__ == "__main__": | |
demo.launch() | |