younver akhaliq HF staff commited on
Commit
2dd8e14
β€’
0 Parent(s):

Duplicate from akhaliq/speechbrain-speech-seperation

Browse files

Co-authored-by: AK <akhaliq@users.noreply.huggingface.co>

.gitattributes ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.7z filter=lfs diff=lfs merge=lfs -text
2
+ *.arrow filter=lfs diff=lfs merge=lfs -text
3
+ *.bin filter=lfs diff=lfs merge=lfs -text
4
+ *.bin.* filter=lfs diff=lfs merge=lfs -text
5
+ *.bz2 filter=lfs diff=lfs merge=lfs -text
6
+ *.ftz filter=lfs diff=lfs merge=lfs -text
7
+ *.gz filter=lfs diff=lfs merge=lfs -text
8
+ *.h5 filter=lfs diff=lfs merge=lfs -text
9
+ *.joblib filter=lfs diff=lfs merge=lfs -text
10
+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
11
+ *.model filter=lfs diff=lfs merge=lfs -text
12
+ *.msgpack filter=lfs diff=lfs merge=lfs -text
13
+ *.onnx filter=lfs diff=lfs merge=lfs -text
14
+ *.ot filter=lfs diff=lfs merge=lfs -text
15
+ *.parquet filter=lfs diff=lfs merge=lfs -text
16
+ *.pb filter=lfs diff=lfs merge=lfs -text
17
+ *.pt filter=lfs diff=lfs merge=lfs -text
18
+ *.pth filter=lfs diff=lfs merge=lfs -text
19
+ *.rar filter=lfs diff=lfs merge=lfs -text
20
+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
21
+ *.tar.* filter=lfs diff=lfs merge=lfs -text
22
+ *.tflite filter=lfs diff=lfs merge=lfs -text
23
+ *.tgz filter=lfs diff=lfs merge=lfs -text
24
+ *.xz filter=lfs diff=lfs merge=lfs -text
25
+ *.zip filter=lfs diff=lfs merge=lfs -text
26
+ *.zstandard filter=lfs diff=lfs merge=lfs -text
27
+ *tfevents* filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,38 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: Speechbrain-speech-seperation
3
+ emoji: πŸ‘
4
+ colorFrom: red
5
+ colorTo: gray
6
+ sdk: gradio
7
+ app_file: app.py
8
+ pinned: false
9
+ duplicated_from: akhaliq/speechbrain-speech-seperation
10
+ ---
11
+
12
+ # Configuration
13
+
14
+ `title`: _string_
15
+ Display title for the Space
16
+
17
+ `emoji`: _string_
18
+ Space emoji (emoji-only character allowed)
19
+
20
+ `colorFrom`: _string_
21
+ Color for Thumbnail gradient (red, yellow, green, blue, indigo, purple, pink, gray)
22
+
23
+ `colorTo`: _string_
24
+ Color for Thumbnail gradient (red, yellow, green, blue, indigo, purple, pink, gray)
25
+
26
+ `sdk`: _string_
27
+ Can be either `gradio` or `streamlit`
28
+
29
+ `sdk_version` : _string_
30
+ Only applicable for `streamlit` SDK.
31
+ See [doc](https://hf.co/docs/hub/spaces) for more info on supported versions.
32
+
33
+ `app_file`: _string_
34
+ Path to your main application file (which contains either `gradio` or `streamlit` Python code).
35
+ Path is relative to the root of the repository.
36
+
37
+ `pinned`: _boolean_
38
+ Whether the Space stays on top of your list.
app.py ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from speechbrain.pretrained import SepformerSeparation as separator
2
+ import torchaudio
3
+ import gradio as gr
4
+
5
+ model = separator.from_hparams(source="speechbrain/sepformer-wsj02mix", savedir='pretrained_models/sepformer-wsj02mix')
6
+
7
+ def speechbrain(aud):
8
+ est_sources = model.separate_file(path=aud.name)
9
+ torchaudio.save("source1hat.wav", est_sources[:, :, 0].detach().cpu(), 8000)
10
+ torchaudio.save("source2hat.wav", est_sources[:, :, 1].detach().cpu(), 8000)
11
+ return "source1hat.wav", "source2hat.wav"
12
+
13
+ inputs = gr.inputs.Audio(label="Input Audio", type="file")
14
+ outputs = [
15
+ gr.outputs.Audio(label="Output Audio One", type="file"),
16
+ gr.outputs.Audio(label="Output Audio Two", type="file")
17
+ ]
18
+
19
+ title = "Speech Seperation"
20
+ description = "Gradio demo for Speech Seperation by SpeechBrain. To use it, simply upload your audio, or click one of the examples to load them. Read more at the links below."
21
+ article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2010.13154' target='_blank'>Attention is All You Need in Speech Separation</a> | <a href='https://github.com/speechbrain/speechbrain/tree/develop/recipes/WSJ0Mix/separation' '_blank'>Github Repo</a></p>"
22
+ examples = [
23
+ ['samples_audio_samples_test_mixture.wav']
24
+ ]
25
+ gr.Interface(speechbrain, inputs, outputs, title=title, description=description, article=article, examples=examples).launch()
requirements.txt ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ speechbrain
2
+ torchaudio
samples_audio_samples_test_mixture.wav ADDED
Binary file (66.2 kB). View file