first_push

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,54 @@
+from audio_denoiser.AudioDenoiser import AudioDenoiser
+from timeit import default_timer as timer
+import gradio as gr
+from torchaudio import AudioMetaData
+import torch
+import tempfile
+import os
+
+
+theme='remilia/Ghostly'
+device = torch.device('cuda:0') if torch.cuda.is_available() else torch.device('cpu')
+
+
+def denoiser(win, auto_scale):
+    if win is None:
+      gr.Warning('Audio does not exist. Please ensure that the audio has been successfully uploaded.')
+      return None,None
+
+    startTime=timer()
+    denoiser = AudioDenoiser(device=device)
+    temp_file = tempfile.NamedTemporaryFile(delete=False, suffix='.wav')
+    wout = temp_file.name
+    temp_file.close() 
+    denoiser.process_audio_file(win, wout, auto_scale)
+    endTime=timer()
+    info=(f'🆗Completion time: {round(endTime-startTime,4)}s')
+    return wout,info
+
+
+with gr.Blocks(theme=theme) as app:
+    gr.HTML('''
+    <h1 style="font-size: 25px;">Audio Dnoiser</h1>
+    <p style="margin-bottom: 10px; font-size: 100%">
+ 
+Originating from the project: <a href='https://github.com/jose-solorzano/audio-denoiser'>audio-denoiser</a><br>
+model: <a href='https://huggingface.co/jose-h-solorzano/audio-denoiser-512-32-v1'>jose-h-solorzano/audio-denoiser-512-32-v1</a><br>
+
+    </p>''')
+    audio_in = gr.Audio(type="filepath", label="Upload Audio")
+    btn=gr.Button(value='💥Remove Noise')
+    scale = gr.Checkbox(
+                label="Auto Scale",
+                info='Recommended for low-volume input audio',
+                value=True,
+            )
+    audio_out = gr.Audio(type="filepath", label="Denoised Audio")
+    info=gr.Textbox(label='info')
+
+    btn.click(
+  denoiser,
+  inputs=[audio_in, scale],
+  outputs=[audio_out,info])
+
+app.launch(share=True)

requirements.txt

@@ -0,0 +1,3 @@
+audio-denoiser
+soundfile
+torchaudio

sample/noise1.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad861d15fffc0a933a839cc4730b5e42d56a86084f686f130451c7134c8ed26f
+size 438100

sample/noise2.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8e4445aed300ec8954d00aed652fdc1043b6dcdbf9d896414125fa4b513a5b9
+size 441044

sample/noise3.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b5664d57114d9d81d561919493b91fca1a994679fdbaec24ece60eb2fd406afa
+size 790316