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58bdc207
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andreasjansson /music-inpainting-bert:58bdc207
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=andreasjansson/music-inpainting-bert
or set up a project from scratch
npm install replicateSet the
REPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import and set up the client
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run andreasjansson/music-inpainting-bert using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"andreasjansson/music-inpainting-bert:58bdc2073c9c07abcc4200fe808e15b1a555dbb1390e70f5daa6b3d81bd11fb1",
{
input: {
seed: -1,
notes: "e.4 f#8 g a | ? | ? | ? | ? | ? | b.4 a8 g f# | e.2",
tempo: 120,
chords: "Em | Gm | ? | ? | ? | ? | B7 | Em",
sample_width: 20,
time_signature: 3
}
}
);
console.log(output);To learn more, take a look at the guide on getting started with Node.js.
pip install replicateSet the
REPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import the client
import replicateRun andreasjansson/music-inpainting-bert using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"andreasjansson/music-inpainting-bert:58bdc2073c9c07abcc4200fe808e15b1a555dbb1390e70f5daa6b3d81bd11fb1",
input={
"seed": -1,
"notes": "e.4 f#8 g a | ? | ? | ? | ? | ? | b.4 a8 g f# | e.2",
"tempo": 120,
"chords": "Em | Gm | ? | ? | ? | ? | B7 | Em",
"sample_width": 20,
"time_signature": 3
}
)
print(output)To learn more, take a look at the guide on getting started with Python.
Set the
REPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Run andreasjansson/music-inpainting-bert using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "58bdc2073c9c07abcc4200fe808e15b1a555dbb1390e70f5daa6b3d81bd11fb1",
"input": {
"seed": -1,
"notes": "e.4 f#8 g a | ? | ? | ? | ? | ? | b.4 a8 g f# | e.2",
"tempo": 120,
"chords": "Em | Gm | ? | ? | ? | ? | B7 | Em",
"sample_width": 20,
"time_signature": 3
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Install Cog
brew install cogIf you don’t have Homebrew, there are other installation options available.
Pull and run andreasjansson/music-inpainting-bert using Cog (this will download the full model and run it in your local environment):
cog predict r8.im/andreasjansson/music-inpainting-bert@sha256:58bdc2073c9c07abcc4200fe808e15b1a555dbb1390e70f5daa6b3d81bd11fb1 \
-i 'seed=-1' \
-i 'notes="e.4 f#8 g a | ? | ? | ? | ? | ? | b.4 a8 g f# | e.2"' \
-i 'tempo=120' \
-i 'chords="Em | Gm | ? | ? | ? | ? | B7 | Em"' \
-i 'sample_width=20' \
-i 'time_signature=3'To learn more, take a look at the Cog documentation.
Pull and run andreasjansson/music-inpainting-bert using Docker (this will download the full model and run it in your local environment):
docker run -d -p 5000:5000 --gpus=all r8.im/andreasjansson/music-inpainting-bert@sha256:58bdc2073c9c07abcc4200fe808e15b1a555dbb1390e70f5daa6b3d81bd11fb1curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "seed": -1, "notes": "e.4 f#8 g a | ? | ? | ? | ? | ? | b.4 a8 g f# | e.2", "tempo": 120, "chords": "Em | Gm | ? | ? | ? | ? | B7 | Em", "sample_width": 20, "time_signature": 3 } }' \ http://localhost:5000/predictions
Add a payment method to run this model.
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Output
mp3
Video Player is loading.
Current Time 00:00:000
/
Duration 00:00:000
Loaded: 0%
00:00:000
Stream Type LIVE
Remaining Time -00:00:000
1x
- Chapters
- descriptions off, selected
- captions settings, opens captions settings dialog
- captions off, selected
This is a modal window.
The media could not be loaded, either because the server or network failed or because the format is not supported.
Beginning of dialog window. Escape will cancel and close the window.
End of dialog window.
midi
out.midiscore
{
"completed_at": "2022-05-03T19:40:26.128693Z",
"created_at": "2022-05-03T19:40:20.342151Z",
"data_removed": false,
"error": null,
"id": "s75tnt2fzndm3f7j23k67ioose",
"input": {
"seed": -1,
"notes": "e.4 f#8 g a | ? | ? | ? | ? | ? | b.4 a8 g f# | e.2",
"tempo": "120",
"chords": "Em | Gm | ? | ? | ? | ? | B7 | Em",
"sample_width": "20",
"time_signature": "3"
},
"logs": "Using seed: 28689\n0.0 20\n0.0 10\n0.1 10\n0.1 8\n0.2 8\n0.2 6\n0.3 6\n0.3 6\n0.4 5\n0.4 5\n0.5 5\n0.5 4\n0.6 4\n0.6 4\n0.7 3\n0.7 3\n0.8 3\n0.8 2\n0.9 2\n0.9 2\n0:0 (0/1 E4) Em/E 0\n0:1 (1/2 F#4) Em/E 0\n1:2 (0/1 G4), (1/2 A4) Em/E 0\n1:0 (0/1 E4) Gm/G 6\n1:1 (1/2 F#4) Gm/G 3\n2:2 (0/1 G4), (1/2 A4) Gm/G 5\n2:0 (0/1 B4) B7 4\n2:1 (1/2 A4) Em/E 8\n3:2 (0/1 G4), (1/2 F#4) B7 6\n3:0 (0/1 E4) Em/E 2\n3:1 (0/1 F#4) B/B 7\n4:2 (0/1 E4) Em/E 1\n4:0 (0/1 E4) Em/E 2\n4:1 (1/2 F#4) Em/E 5\n5:2 (0/1 G4), (1/2 F#4) Em/E 4\n5:0 (0/1 A4) Em/E 1\n5:1 (1/2 G4) Em/E 7\n6:2 (0/1 B4) D/D 3\n6:0 (0/1 B4) B7 0\n6:1 (1/2 A4) B7 0\n7:2 (0/1 G4), (1/2 F#4) B7 0\n7:0 (0/1 E4) Em/E 0\n22: Invalid pattern: 0\n0 pattern\nffmpeg version 3.4.8-0ubuntu0.2 Copyright (c) 2000-2020 the FFmpeg developers\n built with gcc 7 (Ubuntu 7.5.0-3ubuntu1~18.04)\n configuration: --prefix=/usr --extra-version=0ubuntu0.2 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --enable-gpl --disable-stripping --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librubberband --enable-librsvg --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-omx --enable-openal --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libopencv --enable-libx264 --enable-shared\n libavutil 55. 78.100 / 55. 78.100\n libavcodec 57.107.100 / 57.107.100\n libavformat 57. 83.100 / 57. 83.100\n libavdevice 57. 10.100 / 57. 10.100\n libavfilter 6.107.100 / 6.107.100\n libavresample 3. 7. 0 / 3. 7. 0\n libswscale 4. 8.100 / 4. 8.100\n libswresample 2. 9.100 / 2. 9.100\n libpostproc 54. 7.100 / 54. 7.100\nGuessed Channel Layout for Input Stream #0.0 : mono\nInput #0, wav, from '/tmp/tmp1dnjwv2e/out.wav':\n Duration: 00:00:12.50, bitrate: 2822 kb/s\n Stream #0:0: Audio: pcm_f64le ([3][0][0][0] / 0x0003), 44100 Hz, mono, dbl, 2822 kb/s\nStream mapping:\n Stream #0:0 -> #0:0 (pcm_f64le (native) -> mp3 (libmp3lame))\nPress [q] to stop, [?] for help\nOutput #0, mp3, to '/tmp/tmp1dnjwv2e/out.mp3':\n Metadata:\n TSSE : Lavf57.83.100\n Stream #0:0: Audio: mp3 (libmp3lame), 44100 Hz, mono, fltp\n Metadata:\n encoder : Lavc57.107.100 libmp3lame\nsize= 96kB time=00:00:12.17 bitrate= 64.3kbits/s speed=68.7x\nvideo:0kB audio:95kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.232599%\nLY output to `/tmp/tmp1dnjwv2e/score.ly'...\nChanging working directory to: `/tmp/tmp1dnjwv2e'\nProcessing `/tmp/tmp1dnjwv2e/score.ly'\nParsing...\nInterpreting music...[8][8]\nPreprocessing graphical objects...\nInterpreting music...\nMIDI output to `score.midi'...\nFinding the ideal number of pages...\nFitting music on 1 page...\nDrawing systems...\nLayout output to `score.ps'...\nConverting to PNG...\nSuccess: compilation successfully completed",
"metrics": {
"predict_time": 5.467024,
"total_time": 5.786542
},
"output": {
"mp3": "https://replicate.delivery/mgxm/622fb988-66ef-4750-a4a7-17e272a2b563/out.mp3",
"midi": "https://replicate.delivery/mgxm/26998427-15ca-4bd7-aa1b-488cf1f09037/out.midi",
"score": "https://replicate.delivery/mgxm/b0e22731-7e46-4f81-a3e2-6f9efc975eae/score.png"
},
"started_at": "2022-05-03T19:40:20.661669Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/s75tnt2fzndm3f7j23k67ioose",
"cancel": "https://api.replicate.com/v1/predictions/s75tnt2fzndm3f7j23k67ioose/cancel"
},
"version": "58bdc2073c9c07abcc4200fe808e15b1a555dbb1390e70f5daa6b3d81bd11fb1"
}Generated in
Using seed: 28689
0.0 20
0.0 10
0.1 10
0.1 8
0.2 8
0.2 6
0.3 6
0.3 6
0.4 5
0.4 5
0.5 5
0.5 4
0.6 4
0.6 4
0.7 3
0.7 3
0.8 3
0.8 2
0.9 2
0.9 2
0:0 (0/1 E4) Em/E 0
0:1 (1/2 F#4) Em/E 0
1:2 (0/1 G4), (1/2 A4) Em/E 0
1:0 (0/1 E4) Gm/G 6
1:1 (1/2 F#4) Gm/G 3
2:2 (0/1 G4), (1/2 A4) Gm/G 5
2:0 (0/1 B4) B7 4
2:1 (1/2 A4) Em/E 8
3:2 (0/1 G4), (1/2 F#4) B7 6
3:0 (0/1 E4) Em/E 2
3:1 (0/1 F#4) B/B 7
4:2 (0/1 E4) Em/E 1
4:0 (0/1 E4) Em/E 2
4:1 (1/2 F#4) Em/E 5
5:2 (0/1 G4), (1/2 F#4) Em/E 4
5:0 (0/1 A4) Em/E 1
5:1 (1/2 G4) Em/E 7
6:2 (0/1 B4) D/D 3
6:0 (0/1 B4) B7 0
6:1 (1/2 A4) B7 0
7:2 (0/1 G4), (1/2 F#4) B7 0
7:0 (0/1 E4) Em/E 0
22: Invalid pattern: 0
0 pattern
ffmpeg version 3.4.8-0ubuntu0.2 Copyright (c) 2000-2020 the FFmpeg developers
built with gcc 7 (Ubuntu 7.5.0-3ubuntu1~18.04)
configuration: --prefix=/usr --extra-version=0ubuntu0.2 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --enable-gpl --disable-stripping --enable-avresample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librubberband --enable-librsvg --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-omx --enable-openal --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libopencv --enable-libx264 --enable-shared
libavutil 55. 78.100 / 55. 78.100
libavcodec 57.107.100 / 57.107.100
libavformat 57. 83.100 / 57. 83.100
libavdevice 57. 10.100 / 57. 10.100
libavfilter 6.107.100 / 6.107.100
libavresample 3. 7. 0 / 3. 7. 0
libswscale 4. 8.100 / 4. 8.100
libswresample 2. 9.100 / 2. 9.100
libpostproc 54. 7.100 / 54. 7.100
Guessed Channel Layout for Input Stream #0.0 : mono
Input #0, wav, from '/tmp/tmp1dnjwv2e/out.wav':
Duration: 00:00:12.50, bitrate: 2822 kb/s
Stream #0:0: Audio: pcm_f64le ([3][0][0][0] / 0x0003), 44100 Hz, mono, dbl, 2822 kb/s
Stream mapping:
Stream #0:0 -> #0:0 (pcm_f64le (native) -> mp3 (libmp3lame))
Press [q] to stop, [?] for help
Output #0, mp3, to '/tmp/tmp1dnjwv2e/out.mp3':
Metadata:
TSSE : Lavf57.83.100
Stream #0:0: Audio: mp3 (libmp3lame), 44100 Hz, mono, fltp
Metadata:
encoder : Lavc57.107.100 libmp3lame
size= 96kB time=00:00:12.17 bitrate= 64.3kbits/s speed=68.7x
video:0kB audio:95kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.232599%
LY output to `/tmp/tmp1dnjwv2e/score.ly'...
Changing working directory to: `/tmp/tmp1dnjwv2e'
Processing `/tmp/tmp1dnjwv2e/score.ly'
Parsing...
Interpreting music...[8][8]
Preprocessing graphical objects...
Interpreting music...
MIDI output to `score.midi'...
Finding the ideal number of pages...
Fitting music on 1 page...
Drawing systems...
Layout output to `score.ps'...
Converting to PNG...
Success: compilation successfully completed