mirror of
https://github.com/YuzuZensai/spleeter.git
synced 2026-01-31 14:58:23 +00:00
253 lines
5.2 MiB
Plaintext
253 lines
5.2 MiB
Plaintext
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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "spleeter.ipynb",
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"provenance": []
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},
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"kernelspec": {
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"name": "python3",
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"display_name": "Python 3"
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}
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},
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "K6mcSc0mmp3i",
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"colab_type": "text"
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},
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"source": [
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"# Install spleeter"
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "f8Brdfh6mzEz",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"!apt install ffmpeg"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "V_6Ram1lmc1F",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"pip install spleeter"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "W0LktyMypXqE",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"from IPython.display import Audio"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"id": "afbcUSken16L",
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"colab_type": "text"
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},
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"source": [
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"# Separate from command line"
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "O1kQaoJSoAD0",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"!wget https://github.com/deezer/spleeter/raw/master/audio_example.mp3"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "ibG6uF55p4lH",
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"colab_type": "code",
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 52
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},
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"outputId": "de48652c-e4f1-4363-eda8-f422b7fbd3ec"
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},
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"source": [
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"Audio('audio_example.mp3')"
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],
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"execution_count": 19,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/html": [
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"\n",
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" <audio controls=\"controls\" >\n",
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" <source src=\"data:audio/mpeg;base64,SUQzBAAAAAABK1RJVDIAAAA/AAADU2xvdyBNb3Rpb24gRHJlYW0gKGZ0LiBDU291bCxBbGV4IEJlcm96YSAmIFJvYmVydCBTaWVrYXdpdGNoKQBUQUxCAAAACgAAA2NjTWl4dGVyAFRQRTEAAAARAAADU3RldmVuIE0gQnJ5YW50AFREUkMAAAAGAAADMjAxMwBUU1NFAAAADwAAA0xhdmY1OC4yOS4xMDAAAAAAAAAAAAAAAP/7sAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEluZm8AAAAPAAABogAEAh4ABAYJCw4QEhUXGhwgIiUnKiwvMTM2ODw+QUNGSEtNUFJUWFtdX2JkZ2lsbnF0d3l8foCDhYiKjZCTlZianZ+hpKaprK+xtLa5u77AwsXJy83Q0tXX2tzf4eXn6uzu8fP2+Pv9AAAAAExhdmM1OC41NAAAAAAAAAAAAAAAACQEaAAAAAAABAIeYe2P9QAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA//uwRAAO4wkhRZnsMlBxQzhTYew8EYzNJmzhi8ILG+TNnCUwAAAc6JYJ+P4Og0x8HKLmha7A+Qg8O2oiWdAHJQEFKEeiPA4vQiYnC7YEUQMQB0gh2wECHJrgyQGaFtj7EOQwmQCzrRA0oT+oaDbCCfCzukoTsec4YCxz/q//wQhhTv9H9AAAAVItQytC4ChJjC+a+C6CjZjgRBgj+AHgY5ChiD4RlH5uHAxj7JuDbJ0BAKkIg8M5srWVvfFnXib9uNYNIjS4nCwfE4g9ST//1OCzvCwReIHaemH/qcouU/+J3wTrfLhYEJc+CDhOIDgIDT5Q4gHyYDjSlNGUG0DXAMAEBBwHLVQ8L1w6gPct3GBpFyduE8pmbcnEMNBVaVz8UpdRByC0THlhQgAaFDxGcXZpMRUkffSceBJPGURWD6ReClj8Q4DT1jAkHeSZ7caAYU47jgcYrHSvznf/JwTA+W4r/r8FZvRuxwENEviAyGyE+tRTLhjq//6a9kel8t/7HEJQARpSmO2BaCuoZONgR9zDVBqB7oghgOQouFNDVS765mmNDjEOPADBJMZRiQlvJqaYK0KKw3C3Yl4Jh4CFLLAQRkgoChhulQTDYAEIBw3JMnWJBAGIo28X1RtJBa5PMjJ0DFo98EEKz1i7e9RBlt1D/qZD4Y0ieXPlAx6UJkP//0WcpoUwsAAABHvgQYEcQEFgMURpJBAk86FTgGVLFMgBDmZVAMLV07CCit66kuS5EPlw31dx3h4k0GUo7MKoCkISSXZto98Tk7W5W6J6eU1ULR7geDarn8iowuik34ONM6vzDa40Hdfd2z/qSa8sBcj/+7JENgTk8E3NU09FUK1KeWJp6MiUjTs27TF4iocqZo2nnjncLchk92tatZvcQo45axRXtK04r/igfUifrog+o/duu6P6j4/IGh563hiHvi3QjbctKAAB4xz4wvg0oE8LEDTCAMKizLJiFIasAZMKYsKENzGn0/QgGzgHCVdsuUUUKGSTytNd9zgwnSOy09Lte7gW5uVqiiTNJpWyIq9cNXDSOZFlUqCEIRGLwXkQzbnKiGF8klSxKG07eiJI+1lveoetP8sUbvHJwds8bMx6a3FYLP3ytiWhjr3rbnX11XOM/23dDr5Ggm9IIf2HHHMYmR3fk+nih/3FcKUiiH02bNnmkgACT/xYEFKJhUBujatpUVC2Av2OjgACYugDEiwJBstQcWAcAHHC/AqMRlbGWzBxhoKsxgRrfsrVjjr5ofAILjkmzk0lqbPXidTqooosRIIlHoeDiTFVePz/5cjkTyBd5DVHL7z6NEbfJhWy2hCE/apUr68pm9xr99x/1/Di0zJLnMYyj6EWgvteq3Yky53TP3n9GkZizaa+rTP/r4Vq/yxt9EqwC/JhwA2mKEAa+PWk9CzY8KAiBAY7wKEpXGGGkwdCFTBkocTZpDKtg2CEiUUDQjXJIIeXM7FUrXJfPuOqWAwhXVKsaAZFQkUQgIRsOJDjzLfAWbNDTHMPeFcy3nZ6TwHTZIpoGbZ/s+ohd/+d8/tNolBNGEIqPoX/+Ndxx8qJXd6Dxb43mMQ2Q8uTmHlzmjw6iECgMkz9Qd6N9yzeTrHx6d5qAAAl/XiY6InAAR6NgomMMGYKuYeEqfHAruJ0yguYzBYNLlpINLoLMbb/+7JEFI7kY0RPG0w+IJOqucNpJ9QSCSU8bTFYgkcmJ02kn4nOJEXHVmFBmoBVved+GHrowySbgVxKR6YPleYWkvrMkQaCywkeOZka3ofSKuqexUdeW1an0tpko1FHAnlHq3hgVBCEWNy6H3RPf7oeeqZU3Qgh9Y1wTwQKuNIDM9yHq5hVTV3gAAA7igMz3QuaBt5jkqb5iQ5VNhUURVWZBwcFGAQcUAaagEgJWRgjoLTXkr1JizkptyCIjRIsUFejjr3SuQbdNROipIdFQDVoLlEMRikya4QAoeHy2HqKIqCpmFGFKUPN8mj4T6RpFRopDYEH+SxipQ+VDGhCvyHHunXzerfuePGGGJq6GN1pc92IfeetXQ82saMrCv6+DTy7Y1xBosVWGVFGELRkt6nIm4JLECDhOhxPMiXkw8xBIOEvG6REtdZWQiPw7eHQ6saa4yJT1lDd0Dp1+HdmnGkWYTCGa+wLCYOKwE0q6/uuReQL0QgjbeajZk9fV+imSLPSNnKuyNQxRseoaN6f/qQI2Oo8x0nr01Q0nBMUU9pNL1Hg+Yn+vaKoo7iKAFuWUNnfNWjOqWMW4FCpWLIDjFg7yRBRYgHHQw/IEmVBBoWNHZ+QsKaOvRFmxJWN/yWsQaPEJbDFD2S0W24sbsfJUe4TVZxD7L3Dwf+eWTJcv/um5z+UaHGHI1OccQGSFOnQ9Fmnj1xlwvnmZwsgZMoJOpGZ9eOvlerd+v44qu8r7jdDh1qwtUOI7u6r89zSP9UIAAABv7MjZWBYEZ0yh2EKA4YsUCyNmZMJTTBwmCINCHMNT6LeQwPzEzS8GCDMuqWAHaLF8CH/+7JEGw7kvUjPO1g7cp3L6dNph9IRURFAbWDrwkKfZ82nnmgM2qgWIsssp/r+e9+aBZD4QP76w9Z3IuNedmOP5abnReyCFzXJVf1BgABhxQ4MEwfHuxa8tVSoIGnTY/SXLGigM7fv/W7PkHoOJVXptoSsFiDVTHQLclUg6nqt1V3+c/jv0AAADMpkbrQnWLczHWyUKYMgGIwITHtKfwQSLymGUvcHC2RkQcFE3PccSClUGWkRpjdOta/82rwiHxqDJbQWI7G+s8UPnMdsBZvlHJ6lbDMs8LYdStTcucAEZwCqhQ+a+4XD9o5WflVyhMRwTH2oDjHD7FB/KBs6VF7HN5fjl36o1rdfqOoOmnK29Poc90PscahJdHjzI7FXMcq8PfOg79Gc2cFbRkjQKJtwN6jBwFgzEmYjhoOOvNuJYImq44KSRFMkRJj
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" Your browser does not support the audio element.\n",
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" </audio>\n",
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" "
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],
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"text/plain": [
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"<IPython.lib.display.Audio object>"
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]
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},
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"metadata": {
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"tags": []
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},
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"execution_count": 19
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "kOAqBcPhn6IU",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"!spleeter separate -h"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "dGL-k5xxoKbu",
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"colab_type": "code",
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"colab": {}
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},
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"source": [
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"!spleeter separate -i audio_example.mp3 -o output/"
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],
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"execution_count": 0,
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"outputs": []
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "IDuPWcAMoZP_",
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"colab_type": "code",
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 63
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},
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"outputId": "3f9a05fd-afab-41c7-d47c-433fc614283b"
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},
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"source": [
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"!ls output/audio_example"
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],
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"execution_count": 14,
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"outputs": [
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{
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"output_type": "stream",
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"text": [
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"accompaniment.wav vocals.wav\n"
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],
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"name": "stdout"
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"id": "e7CHpyiloxrk",
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"colab_type": "code",
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"colab": {
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"base_uri": "https://localhost:8080/",
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"height": 52
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},
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"outputId": "d01d2c69-8516-4ae5-b0a4-fa1395253093"
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},
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"source": [
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"Audio('output/audio_example/vocals.wav')"
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],
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"execution_count": 15,
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"outputs": [
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{
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"output_type": "execute_result",
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"data": {
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"text/html": [
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"\n",
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" <audio controls=\"controls\" >\n",
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" <source src=\"data:audio/x-wav;base64,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|
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" Your browser does not support the audio element.\n",
|
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|
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" </audio>\n",
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|
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" "
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],
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"text/plain": [
|
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|
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"<IPython.lib.display.Audio object>"
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|
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]
|
||
|
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},
|
||
|
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"metadata": {
|
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|
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"tags": []
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},
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||
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"execution_count": 15
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}
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||
|
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]
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||
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},
|
||
|
|
{
|
||
|
|
"cell_type": "code",
|
||
|
|
"metadata": {
|
||
|
|
"id": "ibXd-WCTpT0w",
|
||
|
|
"colab_type": "code",
|
||
|
|
"colab": {
|
||
|
|
"base_uri": "https://localhost:8080/",
|
||
|
|
"height": 52
|
||
|
|
},
|
||
|
|
"outputId": "c31115aa-645e-4636-fb81-05411b7e3e95"
|
||
|
|
},
|
||
|
|
"source": [
|
||
|
|
"Audio('output/audio_example/accompaniment.wav')"
|
||
|
|
],
|
||
|
|
"execution_count": 16,
|
||
|
|
"outputs": [
|
||
|
|
{
|
||
|
|
"output_type": "execute_result",
|
||
|
|
"data": {
|
||
|
|
"text/html": [
|
||
|
|
"\n",
|
||
|
|
" <audio controls=\"controls\" >\n",
|
||
|
|
" <source src=\"data:audio/x-wav;base64,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
|
||
|
|
" Your browser does not support the audio element.\n",
|
||
|
|
" </audio>\n",
|
||
|
|
" "
|
||
|
|
],
|
||
|
|
"text/plain": [
|
||
|
|
"<IPython.lib.display.Audio object>"
|
||
|
|
]
|
||
|
|
},
|
||
|
|
"metadata": {
|
||
|
|
"tags": []
|
||
|
|
},
|
||
|
|
"execution_count": 16
|
||
|
|
}
|
||
|
|
]
|
||
|
|
}
|
||
|
|
]
|
||
|
|
}
|