From 47b551c57b8eb4e87b735a2e744e90f4dddb6802 Mon Sep 17 00:00:00 2001 From: fvoituret Date: Tue, 5 Nov 2019 14:31:43 +0100 Subject: [PATCH] feat: reupload notebook --- spleeter.ipynb | 490 +++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 490 insertions(+) create mode 100644 spleeter.ipynb diff --git a/spleeter.ipynb b/spleeter.ipynb new file mode 100644 index 0000000..dcbd107 --- /dev/null +++ b/spleeter.ipynb @@ -0,0 +1,490 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "spleeter.ipynb", + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "K6mcSc0mmp3i", + "colab_type": "text" + }, + "source": [ + "# Install spleeter" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "f8Brdfh6mzEz", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 109 + }, + "outputId": "c63dae8e-1d33-48f2-879f-dd15393a5034" + }, + "source": [ + "!apt install ffmpeg" + ], + "execution_count": 2, + "outputs": [ + { + "output_type": "stream", + "text": [ + "Reading package lists... Done\n", + "Building dependency tree \n", + "Reading state information... Done\n", + "ffmpeg is already the newest version (7:3.4.6-0ubuntu0.18.04.1).\n", + "0 upgraded, 0 newly installed, 0 to remove and 28 not upgraded.\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "V_6Ram1lmc1F", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "outputId": "26a8df7b-6b6c-41e7-d874-acea0247d181" + }, + "source": [ + "pip install spleeter" + ], + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "text": [ + "Collecting spleeter\n", + " Downloading https://files.pythonhosted.org/packages/67/81/7234f9f5f61b5ec50c346e8bf5a2313008f0ea655a640bbc345a200e3fdb/spleeter-1.4.1.tar.gz\n", + "Collecting musdb==0.3.1\n", + " Downloading https://files.pythonhosted.org/packages/57/bd/98ba16482f610bcfa7fcc212175dc0bbf11976e0bc69319b4204b6dc3aec/musdb-0.3.1-py2.py3-none-any.whl\n", + "Collecting museval==0.3.0\n", + " Downloading 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cffi>=1.0->soundfile>=0.9.0->musdb==0.3.1->spleeter) (2.19)\n", + "Building wheels for collected packages: spleeter, simplejson\n", + " Building wheel for spleeter (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for spleeter: filename=spleeter-1.4.1-cp36-none-any.whl size=44685 sha256=81af6d09b9674ffa9180ed599ba08711291fb5cdc99d2b264cc011c3a5571380\n", + " Stored in directory: /root/.cache/pip/wheels/a4/0f/48/49ee373da43abd1d595f0073c3d8d675ee6b5268643b578bd9\n", + " Building wheel for simplejson (setup.py) ... \u001b[?25l\u001b[?25hdone\n", + " Created wheel for simplejson: filename=simplejson-3.16.0-cp36-cp36m-linux_x86_64.whl size=114024 sha256=2c6b10f5f2087fe03db2dbaf00d1fcf2ff395703629be371d99668840c5b2d9d\n", + " Stored in directory: /root/.cache/pip/wheels/5d/1a/1e/0350bb3df3e74215cd91325344cc86c2c691f5306eb4d22c77\n", + "Successfully built spleeter simplejson\n", + "Installing collected packages: pyaml, soundfile, stempeg, musdb, pandas, simplejson, museval, norbert, tensorboard, tensorflow-estimator, tensorflow, importlib-resources, spleeter\n", + " Found existing installation: pandas 0.25.2\n", + " Uninstalling pandas-0.25.2:\n", + " Successfully uninstalled pandas-0.25.2\n", + " Found existing installation: tensorboard 1.15.0\n", + " Uninstalling tensorboard-1.15.0:\n", + " Successfully uninstalled tensorboard-1.15.0\n", + " Found existing installation: tensorflow-estimator 1.15.1\n", + " Uninstalling tensorflow-estimator-1.15.1:\n", + " Successfully uninstalled tensorflow-estimator-1.15.1\n", + " Found existing installation: tensorflow 1.15.0\n", + " Uninstalling tensorflow-1.15.0:\n", + " Successfully uninstalled tensorflow-1.15.0\n", + "Successfully installed importlib-resources-1.0.2 musdb-0.3.1 museval-0.3.0 norbert-0.2.1 pandas-0.25.1 pyaml-19.4.1 simplejson-3.16.0 soundfile-0.10.2 spleeter-1.4.1 stempeg-0.1.8 tensorboard-1.14.0 tensorflow-1.14.0 tensorflow-estimator-1.14.0\n" + ], + "name": "stdout" + }, + { + "output_type": "display_data", + "data": { + "application/vnd.colab-display-data+json": { + "pip_warning": { + "packages": [ + "pandas" + ] + } + } + }, + "metadata": { + "tags": [] + } + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "W0LktyMypXqE", + "colab_type": "code", + "colab": {} + }, + "source": [ + "from IPython.display import Audio" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "afbcUSken16L", + "colab_type": "text" + }, + "source": [ + "# Separate from command line" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "O1kQaoJSoAD0", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 311 + }, + "outputId": "cd1868b4-6992-47c3-8a2b-920e6f288614" + }, + "source": [ + "!wget https://github.com/deezer/spleeter/raw/master/audio_example.mp3" + ], + "execution_count": 5, + "outputs": [ + { + "output_type": "stream", + "text": [ + "--2019-11-05 13:28:31-- https://github.com/deezer/spleeter/raw/master/audio_example.mp3\n", + "Resolving github.com (github.com)... 140.82.118.4\n", + "Connecting to github.com (github.com)|140.82.118.4|:443... connected.\n", + "HTTP request sent, awaiting response... 302 Found\n", + "Location: https://raw.githubusercontent.com/deezer/spleeter/master/audio_example.mp3 [following]\n", + "--2019-11-05 13:28:32-- https://raw.githubusercontent.com/deezer/spleeter/master/audio_example.mp3\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 151.101.0.133, 151.101.64.133, 151.101.128.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|151.101.0.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 262867 (257K) [audio/mpeg]\n", + "Saving to: ‘audio_example.mp3’\n", + "\n", + "audio_example.mp3 100%[===================>] 256.71K --.-KB/s in 0.02s \n", + "\n", + "2019-11-05 13:28:32 (15.7 MB/s) - ‘audio_example.mp3’ saved [262867/262867]\n", + "\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "ibG6uF55p4lH", + "colab_type": "code", + "outputId": "f2785922-0ee1-4769-807a-6ee69313993c", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 60 + } + }, + "source": [ + "Audio('audio_example.mp3')" + ], + "execution_count": 6, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 6 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "kOAqBcPhn6IU", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 660 + }, + "outputId": "23e14ad5-209d-4ed6-b909-7c0cd966bd0c" + }, + "source": [ + "!spleeter separate -h" + ], + "execution_count": 7, + "outputs": [ + { + "output_type": "stream", + "text": [ + "usage: python -m spleeter separate [-h] [-a AUDIO_ADAPTER]\n", + " [-p PARAMS_FILENAME] [--verbose] -i\n", + " AUDIO_FILENAMES [AUDIO_FILENAMES ...]\n", + " [-o OUTPUT_PATH] [-n {directory,filename}]\n", + " [-d MAX_DURATION]\n", + " [-c {wav,mp3,ogg,m4a,wma,flac}] [-m]\n", + "\n", + "optional arguments:\n", + " -h, --help show this help message and exit\n", + " -a AUDIO_ADAPTER, --adapter AUDIO_ADAPTER\n", + " Name of the audio adapter to use for audio I/O\n", + " -p PARAMS_FILENAME, --params_filename PARAMS_FILENAME\n", + " JSON filename that contains params\n", + " --verbose Shows verbose logs\n", + " -i AUDIO_FILENAMES [AUDIO_FILENAMES ...], --audio_filenames AUDIO_FILENAMES [AUDIO_FILENAMES ...]\n", + " List of input audio filenames\n", + " -o OUTPUT_PATH, --output_path OUTPUT_PATH\n", + " Path of the output directory to write audio files in\n", + " -n {directory,filename}, --output_naming {directory,filename}\n", + " Choice for naming the output base path: \"filename\"\n", + " (use the input filename, i.e /path/to/audio/mix.wav\n", + " will be separated to\n", + " /mix/.wav,\n", + " /mix/.wav...) or \"directory\"\n", + " (use the name of the input last level directory, for\n", + " instance /path/to/audio/mix.wav will be separated to\n", + " /audio/.wav,\n", + " /audio/.wav)\n", + " -d MAX_DURATION, --max_duration MAX_DURATION\n", + " Set a maximum duration for processing audio (only\n", + " separate max_duration first seconds of the input file)\n", + " -c {wav,mp3,ogg,m4a,wma,flac}, --audio_codec {wav,mp3,ogg,m4a,wma,flac}\n", + " Audio codec to be used for the separated output\n", + " -m, --mwf Whether to use multichannel Wiener filtering for\n", + " separation\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "dGL-k5xxoKbu", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 533 + }, + "outputId": "dd8d6a7f-515c-47f0-8388-39e179ef652a" + }, + "source": [ + "!spleeter separate -i audio_example.mp3 -o output/" + ], + "execution_count": 8, + "outputs": [ + { + "output_type": "stream", + "text": [ + "INFO:tensorflow:Downloading model archive https://github.com/deezer/spleeter/releases/download/v1.4.0/2stems.tar.gz\n", + "INFO:tensorflow:Using config: {'_model_dir': 'pretrained_models/2stems', '_tf_random_seed': None, '_save_summary_steps': 100, '_save_checkpoints_steps': None, '_save_checkpoints_secs': 600, '_session_config': gpu_options {\n", + " per_process_gpu_memory_fraction: 0.7\n", + "}\n", + ", '_keep_checkpoint_max': 5, '_keep_checkpoint_every_n_hours': 10000, '_log_step_count_steps': 100, '_train_distribute': None, '_device_fn': None, '_protocol': None, '_eval_distribute': None, '_experimental_distribute': None, '_experimental_max_worker_delay_secs': None, '_service': None, '_cluster_spec': , '_task_type': 'worker', '_task_id': 0, '_global_id_in_cluster': 0, '_master': '', '_evaluation_master': '', '_is_chief': True, '_num_ps_replicas': 0, '_num_worker_replicas': 1}\n", + "INFO:tensorflow:Calling model_fn.\n", + "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/spleeter/model/functions/unet.py:29: The name tf.keras.initializers.he_uniform is deprecated. Please use tf.compat.v1.keras.initializers.he_uniform instead.\n", + "\n", + "INFO:tensorflow:Apply unet for vocals_spectrogram\n", + "INFO:tensorflow:Apply unet for accompaniment_spectrogram\n", + "INFO:tensorflow:Done calling model_fn.\n", + "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/python/ops/array_ops.py:1354: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use tf.where in 2.0, which has the same broadcast rule as np.where\n", + "INFO:tensorflow:Graph was finalized.\n", + "WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/python/training/saver.py:1276: checkpoint_exists (from tensorflow.python.training.checkpoint_management) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use standard file APIs to check for files with this prefix.\n", + "INFO:tensorflow:Restoring parameters from pretrained_models/2stems/model\n", + "INFO:tensorflow:Running local_init_op.\n", + "INFO:tensorflow:Done running local_init_op.\n", + "WARNING:tensorflow:The dtype of the watched tensor must be floating (e.g. tf.float32), got tf.string\n", + "WARNING:tensorflow:The dtype of the watched tensor must be floating (e.g. tf.float32), got tf.int32\n", + "WARNING:tensorflow:The dtype of the watched tensor must be floating (e.g. tf.float32), got tf.string\n", + "INFO:tensorflow:Loading audio b'audio_example.mp3' from 0.0 to 600.0\n", + "INFO:tensorflow:File output/audio_example/vocals.wav written\n", + "INFO:tensorflow:File output/audio_example/accompaniment.wav written\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "IDuPWcAMoZP_", + "colab_type": "code", + "outputId": "3f9a05fd-afab-41c7-d47c-433fc614283b", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 63 + } + }, + "source": [ + "!ls output/audio_example" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "stream", + "text": [ + "accompaniment.wav vocals.wav\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "e7CHpyiloxrk", + "colab_type": "code", + "outputId": "d1ff17ac-8cef-4b9d-913a-01c2688ffef1", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 60 + } + }, + "source": [ + "Audio('output/audio_example/vocals.wav')" + ], + "execution_count": 9, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 9 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "ibXd-WCTpT0w", + "colab_type": "code", + "outputId": "6716708d-1cdb-4be5-da22-593075de78ca", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 60 + } + }, + "source": [ + "Audio('output/audio_example/accompaniment.wav')" + ], + "execution_count": 10, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 10 + } + ] + } + ] +} \ No newline at end of file