{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "aXehiGc3Kr2I" }, "source": [ "##### Copyright 2020 The TensorFlow Hub Authors.\n", "\n", "Licensed under the Apache License, Version 2.0 (the \"License\");" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2022-12-14T20:21:27.394013Z", "iopub.status.busy": "2022-12-14T20:21:27.393736Z", "iopub.status.idle": "2022-12-14T20:21:27.398238Z", "shell.execute_reply": "2022-12-14T20:21:27.397629Z" }, "id": "-6LKjmi8Ktoh" }, "outputs": [], "source": [ "#@title Copyright 2020 The TensorFlow Hub Authors. All Rights Reserved.\n", "#\n", "# Licensed under the Apache License, Version 2.0 (the \"License\");\n", "# you may not use this file except in compliance with the License.\n", "# You may obtain a copy of the License at\n", "#\n", "# http://www.apache.org/licenses/LICENSE-2.0\n", "#\n", "# Unless required by applicable law or agreed to in writing, software\n", "# distributed under the License is distributed on an \"AS IS\" BASIS,\n", "# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n", "# See the License for the specific language governing permissions and\n", "# limitations under the License.\n", "# ==============================================================================" ] }, { "cell_type": "markdown", "metadata": { "id": "MfBg1C5NB3X0" }, "source": [ "\n", " \n", " \n", " \n", " \n", " \n", "
TensorFlow.org에서 보기Google Colab에서 실행 GitHub에서 소스 보기노트북 다운로드TF Hub 모델보기
" ] }, { "cell_type": "markdown", "metadata": { "id": "sPQKw4x4bL8w" }, "source": [ "# SPICE를 사용한 피치 감지\n", "\n", "이 colab에서는 TensorFlow Hub에서 다운로드한 SPICE 모델을 사용하는 방법을 보여줍니다." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:21:27.401707Z", "iopub.status.busy": "2022-12-14T20:21:27.401474Z", "iopub.status.idle": "2022-12-14T20:21:47.608480Z", "shell.execute_reply": "2022-12-14T20:21:47.607548Z" }, "id": "rfKwZlPnPwD1" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Reading package lists...\r\n", "Building dependency tree..." ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r\n", "Reading state information...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "libsndfile1 is already the newest version (1.0.28-7ubuntu0.1).\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The following packages were automatically installed and are no longer required:\r\n", " libatasmart4 libblockdev-fs2 libblockdev-loop2 libblockdev-part-err2\r\n", " libblockdev-part2 libblockdev-swap2 libblockdev-utils2 libblockdev2\r\n", " libparted-fs-resize0\r\n", "Use 'sudo apt autoremove' to remove them.\r\n", "The following additional packages will be installed:\r\n", " fluid-soundfont-gm libao-common libao4\r\n", "Suggested packages:\r\n", " fluid-soundfont-gs fluidsynth libaudio2 libsndio6.1 freepats pmidi\r\n", " timidity-daemon\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "The following NEW packages will be installed:\r\n", " fluid-soundfont-gm libao-common libao4 timidity\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0 upgraded, 4 newly installed, 0 to remove and 170 not upgraded.\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Need to get 120 MB of archives.\r\n", "After this operation, 150 MB of additional disk space will be used.\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Get:1 http://us-central1.gce.archive.ubuntu.com/ubuntu focal/universe amd64 fluid-soundfont-gm all 3.1-5.1 [119 MB]\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Get:2 http://us-central1.gce.archive.ubuntu.com/ubuntu focal/main amd64 libao-common all 1.2.2+20180113-1ubuntu1 [6644 B]\r\n", "Get:3 http://us-central1.gce.archive.ubuntu.com/ubuntu focal/main amd64 libao4 amd64 1.2.2+20180113-1ubuntu1 [35.1 kB]\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Get:4 http://us-central1.gce.archive.ubuntu.com/ubuntu focal/universe amd64 timidity amd64 2.14.0-8build1 [613 kB]\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Fetched 120 MB in 3s (40.0 MB/s)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Selecting previously unselected package fluid-soundfont-gm.\r\n", "(Reading database ... \r", "(Reading database ... 5%\r", "(Reading database ... 10%\r", "(Reading database ... 15%\r", "(Reading database ... 20%\r", "(Reading database ... 25%\r", "(Reading database ... 30%\r", "(Reading database ... 35%\r", "(Reading database ... 40%\r", "(Reading database ... 45%\r", "(Reading database ... 50%\r", "(Reading database ... 55%\r", "(Reading database ... 60%\r", "(Reading database ... 65%\r", "(Reading database ... 70%\r", "(Reading database ... 75%\r" ] }, { "name": "stdout", "output_type": "stream", "text": [ "(Reading database ... 80%\r", "(Reading database ... 85%\r", "(Reading database ... 90%\r", "(Reading database ... 95%\r", "(Reading database ... 100%\r", "(Reading database ... 140394 files and directories currently installed.)\r\n", "Preparing to unpack .../fluid-soundfont-gm_3.1-5.1_all.deb ...\r\n", "Unpacking fluid-soundfont-gm (3.1-5.1) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Selecting previously unselected package libao-common.\r\n", "Preparing to unpack .../libao-common_1.2.2+20180113-1ubuntu1_all.deb ...\r\n", "Unpacking libao-common (1.2.2+20180113-1ubuntu1) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Selecting previously unselected package libao4:amd64.\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Preparing to unpack .../libao4_1.2.2+20180113-1ubuntu1_amd64.deb ...\r\n", "Unpacking libao4:amd64 (1.2.2+20180113-1ubuntu1) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Selecting previously unselected package timidity.\r\n", "Preparing to unpack .../timidity_2.14.0-8build1_amd64.deb ...\r\n", "Unpacking timidity (2.14.0-8build1) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Setting up libao-common (1.2.2+20180113-1ubuntu1) ...\r\n", "Setting up libao4:amd64 (1.2.2+20180113-1ubuntu1) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Setting up fluid-soundfont-gm (3.1-5.1) ...\r\n", "Setting up timidity (2.14.0-8build1) ...\r\n", "Processing triggers for libc-bin (2.31-0ubuntu9.9) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing triggers for man-db (2.9.1-1) ...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing triggers for desktop-file-utils (0.24-1ubuntu3) ...\r\n", "Processing triggers for mime-support (3.64ubuntu1) ...\r\n", "Processing triggers for gnome-menus (3.36.0-1ubuntu1) ...\r\n" ] } ], "source": [ "!sudo apt-get install -q -y timidity libsndfile1" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:21:47.613276Z", "iopub.status.busy": "2022-12-14T20:21:47.612650Z", "iopub.status.idle": "2022-12-14T20:22:00.658255Z", "shell.execute_reply": "2022-12-14T20:22:00.657350Z" }, "id": "dYrIdOS8SW3b" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Collecting pydub\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Downloading pydub-0.25.1-py2.py3-none-any.whl (32 kB)\r\n" ] }, { "name": "stdout", "output_type": "stream", 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"stream", "text": [ "Successfully built audioread\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Installing collected packages: pydub, appdirs, numpy, more-itertools, llvmlite, jsonpickle, chardet, audioread, soundfile, pooch, numba, resampy, music21, librosa\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Attempting uninstall: numpy\r\n", " Found existing installation: numpy 1.24.0rc2\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ " Uninstalling numpy-1.24.0rc2:\r\n", " Successfully uninstalled numpy-1.24.0rc2\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Successfully installed appdirs-1.4.4 audioread-3.0.0 chardet-5.1.0 jsonpickle-3.0.0 librosa-0.9.2 llvmlite-0.39.1 more-itertools-9.0.0 music21-8.1.0 numba-0.56.4 numpy-1.23.5 pooch-1.6.0 pydub-0.25.1 resampy-0.4.2 soundfile-0.11.0\r\n" ] } ], "source": [ "# All the imports to deal with sound data\n", "!pip install pydub librosa music21" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:00.662707Z", "iopub.status.busy": "2022-12-14T20:22:00.662436Z", "iopub.status.idle": "2022-12-14T20:22:04.069183Z", "shell.execute_reply": "2022-12-14T20:22:04.068389Z" }, "id": "p09o78LGYdnz" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2022-12-14 20:22:01.694585: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer.so.7'; dlerror: libnvinfer.so.7: cannot open shared object file: No such file or directory\n", "2022-12-14 20:22:01.694716: W tensorflow/compiler/xla/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libnvinfer_plugin.so.7'; dlerror: libnvinfer_plugin.so.7: cannot open shared object file: No such file or directory\n", "2022-12-14 20:22:01.694727: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Cannot dlopen some TensorRT libraries. If you would like to use Nvidia GPU with TensorRT, please make sure the missing libraries mentioned above are installed properly.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "tensorflow: 2.11.0\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/tmpfs/src/tf_docs_env/lib/python3.9/site-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\n", " warn(\"Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\", RuntimeWarning)\n" ] } ], "source": [ "import tensorflow as tf\n", "import tensorflow_hub as hub\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import librosa\n", "from librosa import display as librosadisplay\n", "\n", "import logging\n", "import math\n", "import statistics\n", "import sys\n", "\n", "from IPython.display import Audio, Javascript\n", "from scipy.io import wavfile\n", "\n", "from base64 import b64decode\n", "\n", "import music21\n", "from pydub import AudioSegment\n", "\n", "logger = logging.getLogger()\n", "logger.setLevel(logging.ERROR)\n", "\n", "print(\"tensorflow: %s\" % tf.__version__)\n", "#print(\"librosa: %s\" % librosa.__version__)" ] }, { "cell_type": "markdown", "metadata": { "id": "wHxox8hXc3w1" }, "source": [ "# 오디오 입력 파일\n", "\n", "이제 가장 어려운 부분입니다. 여러분의 노래를 녹음하세요! :)\n", "\n", "오디오 파일을 얻기 위한 4가지 방법이 있습니다.\n", "\n", "1. Colab에서 직접 오디오를 녹음합니다.\n", "2. 컴퓨터에서 업로드합니다.\n", "3. Google 드라이브에 저장된 파일을 사용합니다.\n", "4. 웹에서 파일을 다운로드합니다.\n", "\n", "아래 네 가지 메서드 중 하나를 선택합니다." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "cellView": "form", "execution": { "iopub.execute_input": "2022-12-14T20:22:04.073601Z", "iopub.status.busy": "2022-12-14T20:22:04.072721Z", "iopub.status.idle": "2022-12-14T20:22:04.078789Z", "shell.execute_reply": "2022-12-14T20:22:04.078111Z" }, "id": "HaCAHOqiVu5B" }, "outputs": [], "source": [ "#@title [Run this] Definition of the JS code to record audio straight from the browser\n", "\n", "RECORD = \"\"\"\n", "const sleep = time => new Promise(resolve => setTimeout(resolve, time))\n", "const b2text = blob => new Promise(resolve => {\n", " const reader = new FileReader()\n", " reader.onloadend = e => resolve(e.srcElement.result)\n", " reader.readAsDataURL(blob)\n", "})\n", "var record = time => new Promise(async resolve => {\n", " stream = await navigator.mediaDevices.getUserMedia({ audio: true })\n", " recorder = new MediaRecorder(stream)\n", " chunks = []\n", " recorder.ondataavailable = e => chunks.push(e.data)\n", " recorder.start()\n", " await sleep(time)\n", " recorder.onstop = async ()=>{\n", " blob = new Blob(chunks)\n", " text = await b2text(blob)\n", " resolve(text)\n", " }\n", " recorder.stop()\n", "})\n", "\"\"\"\n", "\n", "def record(sec=5):\n", " try:\n", " from google.colab import output\n", " except ImportError:\n", " print('No possible to import output from google.colab')\n", " return ''\n", " else:\n", " print('Recording')\n", " display(Javascript(RECORD))\n", " s = output.eval_js('record(%d)' % (sec*1000))\n", " fname = 'recorded_audio.wav'\n", " print('Saving to', fname)\n", " b = b64decode(s.split(',')[1])\n", " with open(fname, 'wb') as f:\n", " f.write(b)\n", " return fname" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "cellView": "both", "execution": { "iopub.execute_input": "2022-12-14T20:22:04.081898Z", "iopub.status.busy": "2022-12-14T20:22:04.081427Z", "iopub.status.idle": "2022-12-14T20:22:04.260779Z", "shell.execute_reply": "2022-12-14T20:22:04.259757Z" }, "id": "sBpWWkTzfUYR" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "You selected https://storage.googleapis.com/download.tensorflow.org/data/c-scale-metronome.wav\n", "--2022-12-14 20:22:04-- https://storage.googleapis.com/download.tensorflow.org/data/c-scale-metronome.wav\r\n", "Resolving storage.googleapis.com (storage.googleapis.com)... 209.85.146.128, 209.85.145.128, 173.194.192.128, ...\r\n", "Connecting to storage.googleapis.com (storage.googleapis.com)|209.85.146.128|:443... connected.\r\n", "HTTP request sent, awaiting response... 200 OK\r\n", "Length: 384728 (376K) [audio/wav]\r\n", "Saving to: ‘c-scale.wav’\r\n", "\r\n", "\r", "c-scale.wav 0%[ ] 0 --.-KB/s \r", "c-scale.wav 100%[===================>] 375.71K --.-KB/s in 0.004s \r\n", "\r\n", "2022-12-14 20:22:04 (88.7 MB/s) - ‘c-scale.wav’ saved [384728/384728]\r\n", "\r\n" ] } ], "source": [ "#@title Select how to input your audio { run: \"auto\" }\n", "INPUT_SOURCE = 'https://storage.googleapis.com/download.tensorflow.org/data/c-scale-metronome.wav' #@param [\"https://storage.googleapis.com/download.tensorflow.org/data/c-scale-metronome.wav\", \"RECORD\", \"UPLOAD\", \"./drive/My Drive/YOUR_MUSIC_FILE.wav\"] {allow-input: true}\n", "\n", "print('You selected', INPUT_SOURCE)\n", "\n", "if INPUT_SOURCE == 'RECORD':\n", " uploaded_file_name = record(5)\n", "elif INPUT_SOURCE == 'UPLOAD':\n", " try:\n", " from google.colab import files\n", " except ImportError:\n", " print(\"ImportError: files from google.colab seems to not be available\")\n", " else:\n", " uploaded = files.upload()\n", " for fn in uploaded.keys():\n", " print('User uploaded file \"{name}\" with length {length} bytes'.format(\n", " name=fn, length=len(uploaded[fn])))\n", " uploaded_file_name = next(iter(uploaded))\n", " print('Uploaded file: ' + uploaded_file_name)\n", "elif INPUT_SOURCE.startswith('./drive/'):\n", " try:\n", " from google.colab import drive\n", " except ImportError:\n", " print(\"ImportError: files from google.colab seems to not be available\")\n", " else:\n", " drive.mount('/content/drive')\n", " # don't forget to change the name of the file you\n", " # will you here!\n", " gdrive_audio_file = 'YOUR_MUSIC_FILE.wav'\n", " uploaded_file_name = INPUT_SOURCE\n", "elif INPUT_SOURCE.startswith('http'):\n", " !wget --no-check-certificate 'https://storage.googleapis.com/download.tensorflow.org/data/c-scale-metronome.wav' -O c-scale.wav\n", " uploaded_file_name = 'c-scale.wav'\n", "else:\n", " print('Unrecognized input format!')\n", " print('Please select \"RECORD\", \"UPLOAD\", or specify a file hosted on Google Drive or a file from the web to download file to download')" ] }, { "cell_type": "markdown", "metadata": { "id": "4S2BvIoDf9nf" }, "source": [ "# 오디오 데이터 준비하기\n", "\n", "이제 오디오가 준비되었으니 예상 형식으로 변환한 다음 들어 보겠습니다!\n", "\n", "SPICE 모델은 16kHz의 샘플링 속도와 단 하나의 채널(모노)로 오디오 파일을 입력 받아야 합니다.\n", "\n", "이 부분에서 도움을 주기 위해 wav 파일을 모델의 예상 형식으로 변환하는 함수(`convert_audio_for_model`)를 만들었습니다." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:04.265819Z", "iopub.status.busy": "2022-12-14T20:22:04.265039Z", "iopub.status.idle": "2022-12-14T20:22:04.270085Z", "shell.execute_reply": "2022-12-14T20:22:04.269441Z" }, "id": "bQ1362i-JoFI" }, "outputs": [], "source": [ "# Function that converts the user-created audio to the format that the model \n", "# expects: bitrate 16kHz and only one channel (mono).\n", "\n", "EXPECTED_SAMPLE_RATE = 16000\n", "\n", "def convert_audio_for_model(user_file, output_file='converted_audio_file.wav'):\n", " audio = AudioSegment.from_file(user_file)\n", " audio = audio.set_frame_rate(EXPECTED_SAMPLE_RATE).set_channels(1)\n", " audio.export(output_file, format=\"wav\")\n", " return output_file" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:04.273413Z", "iopub.status.busy": "2022-12-14T20:22:04.272973Z", "iopub.status.idle": "2022-12-14T20:22:04.277817Z", "shell.execute_reply": "2022-12-14T20:22:04.277183Z" }, "id": "oL9pftZ2nPm9" }, "outputs": [], "source": [ "# Converting to the expected format for the model\n", "# in all the input 4 input method before, the uploaded file name is at\n", "# the variable uploaded_file_name\n", "converted_audio_file = convert_audio_for_model(uploaded_file_name)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:04.281382Z", "iopub.status.busy": "2022-12-14T20:22:04.280857Z", "iopub.status.idle": "2022-12-14T20:22:04.302058Z", "shell.execute_reply": "2022-12-14T20:22:04.301430Z" }, "id": "TslkX2AOZN0p" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sample rate: 16000 Hz\n", "Total duration: 11.89s\n", "Size of the input: 190316\n" ] }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Loading audio samples from the wav file:\n", "sample_rate, audio_samples = wavfile.read(converted_audio_file, 'rb')\n", "\n", "# Show some basic information about the audio.\n", "duration = len(audio_samples)/sample_rate\n", "print(f'Sample rate: {sample_rate} Hz')\n", "print(f'Total duration: {duration:.2f}s')\n", "print(f'Size of the input: {len(audio_samples)}')\n", "\n", "# Let's listen to the wav file.\n", "Audio(audio_samples, rate=sample_rate)" ] }, { "cell_type": "markdown", "metadata": { "id": "iBicZu5AgcpR" }, "source": [ "먼저 만들어 놓은 노래의 파형을 살펴보겠습니다." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:04.310840Z", "iopub.status.busy": "2022-12-14T20:22:04.310218Z", "iopub.status.idle": "2022-12-14T20:22:04.741469Z", "shell.execute_reply": "2022-12-14T20:22:04.740680Z" }, "id": "aAa2M3CLZcWW" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# We can visualize the audio as a waveform.\n", "_ = plt.plot(audio_samples)" ] }, { "cell_type": "markdown", "metadata": { "id": "J1eI0b8qgn08" }, "source": [ "보다 유익한 시각화 방법은 시간에 따른 주파수를 보여주는 [스펙트로그램](https://en.wikipedia.org/wiki/Spectrogram)입니다.\n", "\n", "여기서는 노래를 더 명확하게 나타내기 위해 로그 주파수 스케일을 사용합니다.\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:04.745838Z", "iopub.status.busy": "2022-12-14T20:22:04.745201Z", "iopub.status.idle": "2022-12-14T20:22:05.253506Z", "shell.execute_reply": "2022-12-14T20:22:05.252845Z" }, "id": "fGR4UZtpZvWI" }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "MAX_ABS_INT16 = 32768.0\n", "\n", "def plot_stft(x, sample_rate, show_black_and_white=False):\n", " x_stft = np.abs(librosa.stft(x, n_fft=2048))\n", " fig, ax = plt.subplots()\n", " fig.set_size_inches(20, 10)\n", " x_stft_db = librosa.amplitude_to_db(x_stft, ref=np.max)\n", " if(show_black_and_white):\n", " librosadisplay.specshow(data=x_stft_db, y_axis='log', \n", " sr=sample_rate, cmap='gray_r')\n", " else:\n", " librosadisplay.specshow(data=x_stft_db, y_axis='log', sr=sample_rate)\n", "\n", " plt.colorbar(format='%+2.0f dB')\n", "\n", "plot_stft(audio_samples / MAX_ABS_INT16 , sample_rate=EXPECTED_SAMPLE_RATE)\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": { "id": "MGCzo_cjjH-7" }, "source": [ "여기서 마지막 변환이 필요합니다. 오디오 샘플은 int16 형식이며 -1과 1 사이의 부동 소수점으로 정규화해야 합니다." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:05.261273Z", "iopub.status.busy": "2022-12-14T20:22:05.260595Z", "iopub.status.idle": "2022-12-14T20:22:05.264337Z", "shell.execute_reply": "2022-12-14T20:22:05.263770Z" }, "id": "dv4H4O1Xb8T8" }, "outputs": [], "source": [ "audio_samples = audio_samples / float(MAX_ABS_INT16)" ] }, { "cell_type": "markdown", "metadata": { "id": "yTdo_TwljVUV" }, "source": [ "# 모델 실행하기\n", "\n", "이제 쉬운 부분입니다. **TensorFlow 허브**로 모델을 로드하고 여기에 오디오를 입력합니다. SPICE는 피치와 불확실성의 두 가지 출력을 제공합니다.\n" ] }, { "cell_type": "markdown", "metadata": { "id": "xUptYSTAbc3I" }, "source": [ "**TensorFlow 허브**는 머신러닝 모델의 재사용 가능한 부분을 게시, 검색 및 소비하기 위한 라이브러리입니다. 이러한 라이브러리를 이용하면 머신러닝으로 문제를 해결하기가 쉬워집니다.\n", "\n", "모델을 로드하기 위해 허브 모듈과 모델을 가리키는 URL만 있으면 됩니다." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:05.267942Z", "iopub.status.busy": "2022-12-14T20:22:05.267371Z", "iopub.status.idle": "2022-12-14T20:22:09.873827Z", "shell.execute_reply": "2022-12-14T20:22:09.873189Z" }, "id": "ri0A0DSXY_Yd" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:tensorflow:Unable to create a python object for variable because it is a reference variable. It may not be visible to training APIs. If this is a problem, consider rebuilding the SavedModel after running tf.compat.v1.enable_resource_variables().\n" ] } ], "source": [ "# Loading the SPICE model is easy:\n", "model = hub.load(\"https://tfhub.dev/google/spice/2\")" ] }, { "cell_type": "markdown", "metadata": { "id": "kQV5H6J4suMT" }, "source": [ "**참고:** 여기서 흥미로운 점은 허브의 모든 모델 URL을 다운로드와 문서 읽기에 모두 사용할 수 있다는 것입니다. 따라서 브라우저에서 해당 링크를 가리키면 모델 사용 방법에 대한 설명서를 읽고 훈련 방법에 대해 자세히 알아볼 수 있습니다." ] }, { "cell_type": "markdown", "metadata": { "id": "GUVICjIps9hI" }, "source": [ "모델이 로드되고 데이터가 준비되면 결과를 얻기 위해 3개의 줄이 필요합니다. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:09.878004Z", "iopub.status.busy": "2022-12-14T20:22:09.877336Z", "iopub.status.idle": "2022-12-14T20:22:12.083930Z", "shell.execute_reply": "2022-12-14T20:22:12.083290Z" }, "id": "tP55fXBYcBhb" }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 813, "width": 1601 } }, "output_type": "display_data" } ], "source": [ "# We now feed the audio to the SPICE tf.hub model to obtain pitch and uncertainty outputs as tensors.\n", "model_output = model.signatures[\"serving_default\"](tf.constant(audio_samples, tf.float32))\n", "\n", "pitch_outputs = model_output[\"pitch\"]\n", "uncertainty_outputs = model_output[\"uncertainty\"]\n", "\n", "# 'Uncertainty' basically means the inverse of confidence.\n", "confidence_outputs = 1.0 - uncertainty_outputs\n", "\n", "fig, ax = plt.subplots()\n", "fig.set_size_inches(20, 10)\n", "plt.plot(pitch_outputs, label='pitch')\n", "plt.plot(confidence_outputs, label='confidence')\n", "plt.legend(loc=\"lower right\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "blJwFWR4kMul" }, "source": [ "신뢰도가 낮은(신뢰도 <0.9) 모든 피치 추정치를 제거하고 나머지 값을 플롯하여 결과를 이해하기 쉽게 만들겠습니다.\n" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:12.091367Z", "iopub.status.busy": "2022-12-14T20:22:12.091089Z", "iopub.status.idle": "2022-12-14T20:22:12.761176Z", "shell.execute_reply": "2022-12-14T20:22:12.760502Z" }, "id": "d1MRmcm2cEkM" }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 819, "width": 1601 } }, "output_type": "display_data" } ], "source": [ "confidence_outputs = list(confidence_outputs)\n", "pitch_outputs = [ float(x) for x in pitch_outputs]\n", "\n", "indices = range(len (pitch_outputs))\n", "confident_pitch_outputs = [ (i,p) \n", " for i, p, c in zip(indices, pitch_outputs, confidence_outputs) if c >= 0.9 ]\n", "confident_pitch_outputs_x, confident_pitch_outputs_y = zip(*confident_pitch_outputs)\n", " \n", "fig, ax = plt.subplots()\n", "fig.set_size_inches(20, 10)\n", "ax.set_ylim([0, 1])\n", "plt.scatter(confident_pitch_outputs_x, confident_pitch_outputs_y, )\n", "plt.scatter(confident_pitch_outputs_x, confident_pitch_outputs_y, c=\"r\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "vNBZ7ZblkxOm" }, "source": [ "SPICE가 반환하는 피치 값은 0에서 1 사이의 범위에 있습니다. 절대 피치 값(Hz)으로 변환하겠습니다." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:12.765572Z", "iopub.status.busy": "2022-12-14T20:22:12.765020Z", "iopub.status.idle": "2022-12-14T20:22:12.769545Z", "shell.execute_reply": "2022-12-14T20:22:12.768845Z" }, "id": "n-CnpKzmcQi9" }, "outputs": [], "source": [ "def output2hz(pitch_output):\n", " # Constants taken from https://tfhub.dev/google/spice/2\n", " PT_OFFSET = 25.58\n", " PT_SLOPE = 63.07\n", " FMIN = 10.0;\n", " BINS_PER_OCTAVE = 12.0;\n", " cqt_bin = pitch_output * PT_SLOPE + PT_OFFSET;\n", " return FMIN * 2.0 ** (1.0 * cqt_bin / BINS_PER_OCTAVE)\n", " \n", "confident_pitch_values_hz = [ output2hz(p) for p in confident_pitch_outputs_y ]" ] }, { "cell_type": "markdown", "metadata": { "id": "24yK0a6HjCSZ" }, "source": [ "이제 예측의 성능이 얼마나 좋은지 살펴보겠습니다. 예측된 피치를 원래 스펙트로그램 위에 중첩시킵니다. 피치 예측이 더 잘 보이도록 스펙트로그램을 흑백으로 변경했습니다." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:12.773143Z", "iopub.status.busy": "2022-12-14T20:22:12.772640Z", "iopub.status.idle": "2022-12-14T20:22:13.449919Z", "shell.execute_reply": "2022-12-14T20:22:13.449178Z" }, "id": "L1kaAcX9rrDo" }, "outputs": [ { "data": { "image/png": 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LTRqNpldvoFJIHVjOTp48mdayTu6bN29O5xw9ejSt9fb2Vo6vtOvs6dOn66plIbStW7fOe00AwNIqdUrP7qEiIqampirHBdSBpTAwMLCgjzc0NJTWStdGAAAAAABgZRBep+kNDg6mtbGxsbSWdWwvdZoCWArnzp2rHC8Fokvh9dWrV1eOlwIEa9euTWvCBU9Zt25dWiv9bslOAgEAWkepw3qmFGxva2ubz3IAFtTZs2fTWva+XKnZROmamdV0eAcAAAAAgJVDeJ2mV+quXgoLCqkDraKrq6tyvNT9rnRtrCcMnwXeI8rBq8WSdZOPyP9e2fMaUQ7rj4yMVI4//PDD6Zyse2pExKWXXlo5Xvrv0dPTk9Z0ZAWAxXfq1KnK8VJAc+PGjQ1aDcDCKr2eyV6LlRpKlE6ZElIHAAAAAACE12l69Ry1DrAcPPnkk2nt0KFDaS3rgNfZ2ZnOKV1Pu7u7K8c3bNiQzrnsssvSWj1rKHWazzqXlgLqJSdOnKgcL4Uz6gnXZyeERJS75K9fvz6tAQCNkd33ZPcNERGTk5NpzWZroJmUTpkq1QAAAAAAeKopZDM0hmx2niNmEl6n6ZU+8C91Hs6ONS5Z6O5PpSCmY+KB87Kweemm7Tu/8zvTWqmL+kKq5zobEbF///45P17pep9dT/v7++e2sP/fjh075jR+MWfPnq0cHx4eTuf4HcFKMTo6WjmebZoBWCoHDhyoHC+9XtV5HZan7KSr0slPAAAAAAAA/CPhdZpe9qFgRPmI9iyIXgoX1KO0hlInXh9qAudlweyBgYF0Tqkre09PT+X4pZdeOqd1nXfq1KnK8VLA+rHHHktrWQfz0kkbhw8fTmsLHQwbGRmpHK93U0DWAT77PhHl5wKWk9KJEADNpK+vr3LcaWCw8ng/BwAAAAAAYH6E12l6pc60WbfOiIhNmzZVji/08eylzsg+0ATOK12vjh8/Xjle6vS9c+fOtJaFze++++50TimYnW0GykLoEeXNO1lYvxSGv+KKK9Ja1tm8FPDfunVrWlvoTU7Z77HS74+F/l0FzcopA0CrWOhTugAAAAAAAABWKuF1ml4pAF5P1/OOjo55rwlgrk6fPj3n2tDQUF2Pl3VsL3VyLz1eFubOOopHlK/PWa0UGt+7d29aO3nyZOV4FpKPyAP+EXmQv7SZoBRoyzrhHzlyJJ1TOnUkC7ZnHWEjdHIHgPnK7l/27duXzimdLrFly5Z5rwlgKZVe801MTKQ178sBAAAAAADC6zS9UhivJDu+vRSO1OkWaJRSl/IzZ85UjmfXsYjytTGbd/nll6dzvvrVr6a19evXV4739/enc7Ju6BHl0Hvm0ksvTWtf+tKXKsdLYYrSGrIger0hixMnTlSOl/5NXHbZZWktC/ILqANA42QnqXR3d6dzsnsogOVAQB0AAAAAAKiX8DpNr9TJrtSVuFarVY7v2bNn3msCmKvsNIiIiLa2tsrxdevWpXOybt4REVu3bq0c/8pXvpLOKQWp9+/fXzmehbgiIrZt25bWDh06VDle6pRe+vv+03/6TyvHH3zwwXRO1q09Iu9CPzo6ms4pheuz/46lDQgPPPBAWss2Wh07diydU9poAABcXLZJrLQ5urSZL7s/sKEaWAqljdPZ69VsHAAAAABgpanVamlWkX/kOWIm4XWaXhaajCgHHXfs2FE5XgrD79y5c/YLA5iDUhApq23evDmdk3UHj4g4cuRI5XgpwFzqmpeFtbKQfEQ56J3NK80pyYJhz33uc+t6vIVWTwjt6quvXtDHq0dpw4VOigDwlM7OzrRWCrZnr3NLGwD9/gXmo3R/Xwqvd3V1VY7bbAMAAAAAANRLeJ2mV/pwLeuOG5F3tC0FPkudeDds2JDWAC5mYGAgrQ0ODlaOHzx4MJ3zvOc9L611d3dXjpe6f545cyatnTt3rnK8FF7P1hCRX7u/8Y1vpHNKwYgXvOAFaW0hZf+dIiLuv//+tDYyMlI5vn379nTOc57znNkvrEFK/15KXeNLG8sAoFVlp6KUNkCXTlLJOktccskl6ZzSRr/SvRdARPn0wuw1S0S+qebEiRN1fa/s5InS+3W6vAMAAAAAwPIiXUTTK3WyKx0lkYXNS52HARqlp6cnrWUhpQcffDCdc/fdd6e17EP/a665Jp1z+PDhtHb06NHK8ePHj6dzNm3alNaOHTtWOT48PJzOKXUaPXXqVOX4+vXr0zn1KIUpSuH66enpyvHS5qxSJ/xsXuk5qidQXgqoC48AsByVOqVnXYn/4R/+IZ1T2giW3Rt+61vfSueUfjdnr42zjsmw3JR+fnUIf0rpOSq9/siUXh9lr4EiytcyAAAAAABgZRBep+lt2bIlrZU+eBNSB1rF2rVrK8dL4etSLQuOlzb8lK61WdijFFAvueKKK+b8eL29vWmtFNquxxNPPFE5vmPHjnTO9ddfn9YOHTpUOV7q5F4Kmy9WZ3Md1FlK2aaUiIXfmAJwXingunr16srxUjf0LPAeEXHVVVdVjpeucaV7OSF1VjoB9YsrNYcohdezruzZdTEif40bkZ/s5ToGzFd271U6bbV0vSpdNwEAAACA+ZFKoukNDAyktVKwLgu2+0ATaDYPP/xw5XipW+eZM2fSWnZEe+l6WvogL1PqDNrd3Z3Wsmt3FvKOiBgbG0trWcihnkB+aR0HDhxI55S62mcdCUvh3K9//etp7eqrr64c96Eqy4mAOtBsNm/eXDl+4sSJuh4vO4mmtLnt2muvret7AUSUA5ql99dKIfWM1ybAUshOiau3+QIAAAAA0DjC6zS90gdepeBf9qGc8DrQbLJj07OQckTEvffem9ay62YprHD48OG0Njw8XDm+bt26dM7x48fn/HgvfOEL0zn33HNPWhsfH68cL3VKz7oHRuRdBzdu3JjOmZ6eTmtZGL70HJU6zWfrExABgMbJ7tdKv7M3bNiQ1rZv3145np0AA9BI9QTUS93aneIENJPTp0+ntdJ7WwAAAABzUTpBF3g2nyTQ9EofeNXbNQqgmWSh409+8pPpnH379qW1LHhQ6jRVumZmXdRLgaxSl/LsmPisA31E+YPGSy65pHK8tFnpkUceSWtZB9V6uslH5F3tsxNCIiL6+/vTWk9PT+V4qTu9YDsAzE+26Sy7r4mIOHjwYFrLNtKV7q9Km+W8IQrMR+l6lV17sk04AM2mdFJO6b2ZUhMDAAAAAGB+pHtpaV1dXXOeU3qzutQ1r57vBTAb2bHGpdMlhoaG0trU1FTleCm8vnfv3rSWhaiuv/76dM7Zs2fTWrb2UvhhdHQ0rd13332V46UAfdb9PSJ//kqhsFKnrjVr1lSOZx3ZI8rh+izsdsUVV6RzSrLnNutoH1HePAYAy1G2kW7r1q3pnFJX4myeDWdQn9LJSvV0FV9pSs9faRMvQDPJrmXZ+zwROq8DAAAAwFIRXmfZGhwcrBwvBSBLAfWFDq9nb6b7UBVWnqyTU+kDtM2bN6e1rDN3KbBd6ib1Pd/zPZXjpfD1wMBAWstCWXv27EnnfO1rX0trWVD+uuuuS+eU1p51UC11Qi39bsk+JC1d70vh8CxEX+rGn3Wnj8jXXvo7Ca/TaI8++mhaK/0sZkHRUoB0165ds18YsGJl4fUjR46kczo6OtLasWPHKsef85znpHNKwfbS94KVoHRvnXUOX2knFpTu7y+99NI5P57TIIBmk13nSu9hlE6x8z49AAAAADSO8DpNrxS2fOKJJ9Jadqx76SjQUhj02muvTWv1yDotA5y3Y8eOtFbqyp6FpUsd80qd3L/+9a/PeU7pg8Gsw/rJkyfTOf/0n/7TtHb//fdXjv/1X/91Oqf0XLzwhS+sHC9tJih1ms82E5w5cyadUwrX9/f3V45ffvnl6ZzSv5cs1LtqldtEFka2oTAiv1/71re+lc6555570lq22XD37t3pnFIgIft5A5anUhAzq5VOtrnqqqvm/HhHjx5N55ROCoOVoNQdvPRaIvt9vtJOOii9v5ZtqInINxmXXgOVNtTo5A40SnadK53EmjUwiLDRGWgupfvd7LXiSrvfBQAAoLVIJdH0Sp0ySx/eHzhwYM7fazHDADrjARdTuk6UwpZZ6LgUVhgfH59zrRRe7+vrS2vZG+2lwHYpSJ1du0vPXymclr2pX/qwMwuoR+Qfdpa6yZc2WmXh3Hr/vll4pBRgKf2+1JmMZyr9e86CAu3t7emc0r+xLVu2VI6Xjok/fPhwWsv+rft3DstT6bVndi0rdV4vBQWyjX6lzXKw0pXuKUo1oZ2nlF4TlO6Vsk2FpRMKbQAElkJ2nSs1kRFQB1pF6X63dC8HAAAAzUp4naZXClSWgpjf8R3fUTleCgMsZhBJ53XgvGyzTan702WXXZbWHnvsscrxUufh0vU06+hd6oy8c+fOtJZ1lH/yySfTOaUPE7Praan7e+m5zcItWcfBiPLzl9VK/z1Kv/uycG7Jhg0b5jxn3759aa0UbPfBL89UuvfKgqKln7fTp0+ntexnu3SPV7pWACtLaSNYdhJX6fdlKTC7cePG2S8MiIiINWvW1FXjKaWTIkrXv9LGZIBmkt1fld6jGh0dTWtOigCaSelerlarLeJKAACAKrVazb35LHiOmEl4naZX+gCy9GZN5pFHHklrpTBjFrasZw0AM2UdhuvtpJ0Fn48ePZrOqSd8Xbpmlj78+8IXvlA5fubMmXTOww8/nNayYFh23Y6IuPLKK9Pa4OBg5fjnP//5dM7x48fTWtb5prSJqbT27MPYek8PyYLApc76pS702d/30ksvndvCWBHq6YRaCsPX8/MGMBsjIyOV46Xr2MDAQKOWA7CgBNSB5SB7f610Uo4NhUCrEPAAAABguRFep+mVApBnz55Na1mIr3QUfKnTrWP3gEbJrkulQPShQ4fSWhauOnjwYDqndK396le/Wjle6lZcerwsLF3qXFo6kj7roFUKk5XCGdmHmqUwd+m/Vfa7pbSG0u+3rFP/5s2b0zmlbmFZELgUEC4dU6vrJXORbdLJNpGU5kTkG3t0zAPmK7v2lF5Dnjx5Mq0JtgMALKzs9WDpNeSqVT4iAwAAAICl4J05ml6pu3ApiDQ2NlY5Xur8Wk8n2VLAsKenJ61lnWCAlSe7vpQCwqWNONkHb+vXr0/nHD58OK1l19PS9bm04ScLh2eh9ohyeD37XbB69ep0TinonYX8S526SqdwZGHu0vNX+l21e/fuyvFSuL602SFTCteXnr96lP7bl0L0tL7sv30pDFqS3V+Vfkbr6f4OrDzZvUjpNV/pXi47cab0+rL0O9HmMVa60klSpZ9TLi67lmWbpiNck4Clkb0/5H14AAAAAGg+wus0vVJ4qRTEzILopYB6KdjkCGWgUbJrTynQW/rgLQubb9u2LZ1T+l7nzp2rHC91rioFGbJg+2WXXZbOKQWzszDZlVdemc554IEH0lrWAb7UCboUrs9+f5QCbaXwf/Z7rHTUdamrffbfaqFDPllILyL/N8vy19bWVjmenagQUb4eZCfv1Cs7RUInd1h5spNPSr+zS/dr2X1FKYC7Y8eOtAYrnc1ojZNdywTUgVZRev8KAAAAAFgawus0vVJ4PQsQROThpdKHa6XwZvZBaCm8VAoyZB13dYKB5akUtnz88ccrx0vd0EvXl6zzeilQvmXLlrSWdTC//PLL0zml63MW5i51Ey3Vsk7kpTmlDUnZ37cUGCsFx7Oween30RVXXJHWMt/+9rfnvIaIPKReCuQvtP7+/kX7XjSX7NpYuoYs9M/OsWPH0trJkycrx0vXl4U+mQBoDgMDA5XjDz/8cDpn//79aS37PXvdddelc0rXxu3bt6c1WAmyDXHMTun1pecWAAAAAACa35NPPnkhQ/W+970vbrnllqVd0EUIr9P0NmzYkNZKwfFardaI5cyJD/iA80rXgyy8VApEHzx4MK1lQczS9bQUVsg6VB0/fjydU7o+T0xMVI6XAqmla/qhQ4cqx7MQf0TE0aNH01o2rxTmvuqqq9La3XffXTle2jD1yCOPpLXnPOc5leOl/4alk0WyDvBHjhxJ59RzGokTTKiSbRYpXf9K19Ps33Npc2Dpe9lYAZyXbaou3b9s3bp1zo9X6h7t1AfIef9lfjx/AAAAAAD1q9VqTZFVbHbN9BwdOXIk7r777rj77rvjnnvuiXvuuedCDupVr3pV3HnnnXN6vLvuuivuuOOOuOeee+Lo0aMxMDAQ119/fbz2ta+Nl73sZQ34G8zdnXfeGa9+9asra7VaLdasWROXXHJJvPjFL47Xvva18aIXvaih6xFep+llIceI5rqgAZSUgtRZePP+++9P55Q6aWchzdJJFqUu6k888UTleHbCRUTEgw8+mNbOnTtXOV4KlI+NjaW1LBhWCmCUfn9kz1+p0/I3v/nNtJY9T6X/HiXZ5oTR0dF0zuDgYFrLnicBORZKdtpMRP5zkF0XL/Z4w8PDleNr165N55TuNbPrVenxgOUp2wRY6q5+6tSptJZt6mqW8Hp28kRpMyQAAAAAAAC0gi1btizI40xNTcVrX/vaeM973vO08f3798f+/fvjL//yL+M1r3lN/PEf/3FTN5KZnp6Os2fPxgMPPBAPPPBA/Mmf/En88i//ctx2220N+57C6zS9Uphx7969aS3rlJmFkEpzIsohKoCLyboBR+TB7FJn8yeffDKtZUH50vWv1Mk9u/793d/9XTon69YeEbFnz57K8dI1+Otf/3pa+8IXvlA5XgrXlzqlZ0HWUtj8sssuS2sPPfTQnL5PRLkrexZ2KwV6d+3aldayEFppwwXMxdDQUFrLgpilMGg9pwyUwuYjIyNpLdvMUvoZLW10obnUc733mmDleuCBByrHs5B3RMTVV1+d1i655JLK8dIGu9K9w8MPP1w5XgrQl37Xb968uXJceB1aV2mza7YBMKJ8Sk2m9Pq3dCIOAAAAAAAstksuuSSuvvrq+PjHPz7nub/yK79yIbj+ghe8IN74xjfGFVdcEY8//nj89m//dtx7773x7ne/OwYGBhoaBJ+rt7zlLfHKV77ywv+fmpqKo0ePxqc+9al4xzveEYODg/HWt741Lr/88njNa17TkDVIJdH0Sh9qlT44zz5sL4XhdXIHGqXUOXzbtm2V42vWrEnnZAHNiDwoWlpDKVyaBaWe+9znpnOy7uAReRfw7HmIKAdPsxBpKZBa6lzf09NTOd7V1ZXOKYX/b7jhhsrxv/3bv03nlP57ZL/HSuH10r8XIXUarRSUOnToUOX4wMBAOqe0EScLHZcC76VrYxauLwVIaR3Z9c91kSrZfUDpHqX0bym7Lp05cyadU9qYlwVFS5sDS90dSvcOQGsq3UPVUyu9PhJQBwAAAACgmf2X//Jf4vrrr4/rr78+tmzZEk8++WTs3r17To/x6KOPxu/8zu9ERMR1110Xn/nMZy40Q7v++uvj5ptvjptuuim+/OUvx9vf/vb4d//u38WVV1654H+XeuzYsSOe97znPWv8n//zfx4vfelL4wd+4Adieno63v72twuvs3KVwkalLndZ8K8UBi11WVzMI9phtkph1SeeeCKt1fPzMddf0DxdFtiOiDh79mzleKk7eGdn55wfrxS2LAVFs1BC6fSLSy+9dM7fK9t0FFHuXPqVr3ylcvy+++5L55T+e2TrKHUcLAXDMqUAWqlL6vr16yvHX/CCF8x5DSWlwLHficxF6SSG7D7vi1/8YjqnFJTKgpiPPPJIOqcU0Ny6dWtay5S6xu/YsWPOjwc0h+z6UnoNWdrMl117SpvvHn/88bSW/W4unQ7j9zmtpvT6t3R/n20yKf38lt5vyu5tmv1kgno392bPRen9g+x0CQAAAAAAaAa//uu/Pu/HeMc73nEhi/XOd77zWad49/T0xDvf+c74ru/6rpiYmIjf//3fjz/8wz+c9/dttH/+z/95vPCFL4yvfOUr8eijj8aZM2eir69vwb+P8DpNrxReL4Whtm/fXjleOrq41DUPmlHpw/ZS4C7rEl36+WB+SteyLKhcmlMKeq9bt65y/Ad+4AfSOR/4wAfSWhaGL3VKL4XXs/BmvR0+sxukLVu2pHNKJ2183/d9X+X4t771rXROPeH10t836/4eUd5osJAE2lgopc6+WVfOUgAt69Yekf/slHYvl66n2b1mKfxVqgHNrXQvnIU3S9erUpA1+z1buj8onRSRvZb1+5zlpHQPX7rfyJR+fkuvxUr36s2s9PyVNgZkm6Drec4BAAAAAGA5mJ6ejo985CMR8VRDzhtvvLHy62688cZ4znOeE4888kh85CMfiT/4gz8ovl9fMjk5GX/8x38c73//++Ohhx6KWq0WV1xxRfzrf/2v43Wve13df5cqu3fvvtBMtHR663wIr9P0SiG90o6O7IP9Vv2QEaqUum+XaldccUUjlkNB6b9H1oG7dI0rXcuyrpynT59O55TC19l1uLThp/R4WTBi37596ZzS99qzZ8+cxutVCuSX1BP+L3UxXLXK7RutpfTzm4XXsxMGIiIuv/zytJb9XJUC76WNLtnP25kzZ9I5JVkwNnsegMVV+lnMNobu2rUrnVPaHJMpnS5R6qIOK13pVKNMs3dKX2il1xilsH5WK72eAQAAAABYSWq1Wt2B5JVkOT1HTzzxRBw4cCAiIm666abi1950003xyCOPxP79++PJJ5+M3bt3z/n7DQ4Oxo/8yI/EZz/72aeN33vvvXHvvffGn/3Zn8W73/3uOT9u5nyDz9WrVzesyab0E02v9OF9SSkoCrDYSmGKLERQCheUgu3ZdfO+++5L55Q6BWcdO5///Oenc7LAdkS+9lIo+/wNX5VnHrtz3kL/Hsg65EdEHDt2LK1lN982kUB+bax3c0cWDi+9mKrnBXLpGlxaX7YjObuOAc0juy6VOg8PDQ2ltXqCtgDzUbrulO6HRkdHK8dLp0E49QEAAAAAgJKDBw9e9Gt27ty5CCupz4MPPnjhz1dffXXxa2fWH3roobrC6//m3/ybC8H1G264IX7hF34hrrrqqjh8+HDceeed8YEPfCBuvfXWOT9ulU996lMXuq7ffPPNC/KYVYTXaXqlD/yzD9AiItatW9eI5QDUpRQUqCe8dPTo0bTW0dFROV7qLlzqNJqFLR977LF0TqnTaNa57/7770/nlLowL9ZmpfHx8bR25MiRtJaF8ks32fVu3IJWk3UsLnUybnalIKuQOrSu0s92pnSPNzExUTnuhBVgKZRO9squV6X35ITXAQAAAAAoueGGGy76NdPT04uwkvrs27fvwp8vFrKfmX/Yu3fvnL/XRz/60fjIRz4SERE/8iM/Eh/5yEee9pnij/zIj8R/+2//Ld785jfP+jH379//tJzW1NRUHDt2LD796U/HO97xjpiamoodO3bEW97yljmvd7Z8KkrTK12EhoeH09ratWsrx+sJHQA0UtYpuBQoL3URzmql7uClcFUWZCgFEkq1rCv7pk2b0jn1dDWtt6NpFs4ohU6/+7u/O60NDg5Wjguos1JkP1MR+c9v6f6vtJkFYLGVNrdlGwojhNSB5lI6ZSq79zp06FA6p3Qvt5yOhQUAAAAAYGWamX0qnc4e8fT8UpYhKvmjP/qjiHgqZ/Qnf/InlZ8z/uqv/mp84AMfKDYOfebX/+qv/mplraurK970pjfFz//8z8f27dvnvN7Z8mkpTa8UPix1282CjlnH34hyuGqxOvsCK092XSp9qF+6Xp05c6ZyvBS+7uvrS2sLff3LNhdl482i1I2wJNucACtFKaCZnZRTOnkn2wAT0fzXEWD5OX36dFobGRlJa9l9WX9//7zXBDBX9ZwyVXp9KaBOo9kgAQAAAACt7e67745t27Yt9TLqNvN00ovlqmY2tyx9flhlcnIyPvWpT0VExA/+4A+mYfK2trZ41ateFW94wxvm9PhVzp07F+9///tjzZo18X//3/93w5pFC6/T9Ort7Jsp/TAJqANLodSVM1O6XtUTeip98Pv4449Xjpc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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 800, "width": 1495 } }, "output_type": "display_data" } ], "source": [ "plot_stft(audio_samples / MAX_ABS_INT16 , \n", " sample_rate=EXPECTED_SAMPLE_RATE, show_black_and_white=True)\n", "# Note: conveniently, since the plot is in log scale, the pitch outputs \n", "# also get converted to the log scale automatically by matplotlib.\n", "plt.scatter(confident_pitch_outputs_x, confident_pitch_values_hz, c=\"r\")\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "NskqpiHLxq6V" }, "source": [ "# 음표로 변환하기\n", "\n", "이제 피치 값을 얻었으므로 이를 음표로 변환하겠습니다! 이 부분은 그 자체로 어렵습니다. 다음 두 가지를 고려해야 합니다.\n", "\n", "1. 나머지(노래가 없을 때)\n", "2. 각 음표의 크기(오프셋) " ] }, { "cell_type": "markdown", "metadata": { "id": "KDOlm9PLTTjt" }, "source": [ "### 1: 노래가 없을 때를 나타내기 위해 출력에 0 추가" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:13.456877Z", "iopub.status.busy": "2022-12-14T20:22:13.455984Z", "iopub.status.idle": "2022-12-14T20:22:13.527141Z", "shell.execute_reply": "2022-12-14T20:22:13.526418Z" }, "id": "9uSQ3bJmTZmo" }, "outputs": [], "source": [ "pitch_outputs_and_rests = [\n", " output2hz(p) if c >= 0.9 else 0\n", " for i, p, c in zip(indices, pitch_outputs, confidence_outputs)\n", "]" ] }, { "cell_type": "markdown", "metadata": { "id": "9fM0UwlsTt4w" }, "source": [ "### 2: 음표 오프셋 추가\n", "\n", "사람이 자유롭게 노래할 때 멜로디는 음표가 표현할 수 있는 절대 패치 값을 이동시킬 수 있습니다. 따라서 예측을 음표로 변환하려면 이 가능한 오프셋을 수정해야 합니다. 다음 코드가 이 부분을 계산합니다." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:13.531095Z", "iopub.status.busy": "2022-12-14T20:22:13.530446Z", "iopub.status.idle": "2022-12-14T20:22:13.537242Z", "shell.execute_reply": "2022-12-14T20:22:13.536511Z" }, "id": "fsJu-P5ksdFW" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "offsets: [0.2851056911175931, 0.3700368844097355, 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-0.07466309859101727, -0.08664951487129002, -0.08169104440753472, -0.31617519541327965, -0.47420548422877573, 0.1502044753855003, 0.30507923857624064, 0.031032583278971515, -0.17852388186996393, -0.3371385477358615, -0.41780861421172233, -0.2023970939094255, -0.10604901297633518, -0.10770872844999246, -0.16037790997569346, -0.18698222799842767, -0.17355977250879562, -0.008242337244190878, -0.011401999431292609, -0.18767393274848132, -0.360175323324853, 0.011681766969516616, -0.1931417836124183]\n", "ideal offset: -0.16889359351455108\n" ] } ], "source": [ "A4 = 440\n", "C0 = A4 * pow(2, -4.75)\n", "note_names = [\"C\", \"C#\", \"D\", \"D#\", \"E\", \"F\", \"F#\", \"G\", \"G#\", \"A\", \"A#\", \"B\"]\n", "\n", "def hz2offset(freq):\n", " # This measures the quantization error for a single note.\n", " if freq == 0: # Rests always have zero error.\n", " return None\n", " # Quantized note.\n", " h = round(12 * math.log2(freq / C0))\n", " return 12 * math.log2(freq / C0) - h\n", "\n", "\n", "# The ideal offset is the mean quantization error for all the notes\n", "# (excluding rests):\n", "offsets = [hz2offset(p) for p in pitch_outputs_and_rests if p != 0]\n", "print(\"offsets: \", offsets)\n", "\n", "ideal_offset = statistics.mean(offsets)\n", "print(\"ideal offset: \", ideal_offset)\n" ] }, { "cell_type": "markdown", "metadata": { "id": "K17It_qT2DtE" }, "source": [ "이제 일부 휴리스틱을 사용하여 가장 가능성이 높은 노래의 음표 시퀀스를 시도하고 추정할 수 있습니다. 위에서 계산된 이상적인 오프셋이 하나의 요소이지만, 양자화를 시작하기 위해 속도(8분의 1과 같이 수행되는 예상의 수)와 시간 오프셋도 알아야 합니다. 간단하게 하기 위해 서로 다른 속도와 시간 오프셋을 시도하고 양자화 오류를 측정하여 최종적으로 이 오류를 최소화하는 값을 사용할 것입니다." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:13.541022Z", "iopub.status.busy": "2022-12-14T20:22:13.540414Z", "iopub.status.idle": "2022-12-14T20:22:14.450437Z", "shell.execute_reply": "2022-12-14T20:22:14.449715Z" }, "id": "eMUTI4L52ZHA" }, "outputs": [], "source": [ "def quantize_predictions(group, ideal_offset):\n", " # Group values are either 0, or a pitch in Hz.\n", " non_zero_values = [v for v in group if v != 0]\n", " zero_values_count = len(group) - len(non_zero_values)\n", "\n", " # Create a rest if 80% is silent, otherwise create a note.\n", " if zero_values_count > 0.8 * len(group):\n", " # Interpret as a rest. Count each dropped note as an error, weighted a bit\n", " # worse than a badly sung note (which would 'cost' 0.5).\n", " return 0.51 * len(non_zero_values), \"Rest\"\n", " else:\n", " # Interpret as note, estimating as mean of non-rest predictions.\n", " h = round(\n", " statistics.mean([\n", " 12 * math.log2(freq / C0) - ideal_offset for freq in non_zero_values\n", " ]))\n", " octave = h // 12\n", " n = h % 12\n", " note = note_names[n] + str(octave)\n", " # Quantization error is the total difference from the quantized note.\n", " error = sum([\n", " abs(12 * math.log2(freq / C0) - ideal_offset - h)\n", " for freq in non_zero_values\n", " ])\n", " return error, note\n", "\n", "\n", "def get_quantization_and_error(pitch_outputs_and_rests, predictions_per_eighth,\n", " prediction_start_offset, ideal_offset):\n", " # Apply the start offset - we can just add the offset as rests.\n", " pitch_outputs_and_rests = [0] * prediction_start_offset + \\\n", " pitch_outputs_and_rests\n", " # Collect the predictions for each note (or rest).\n", " groups = [\n", " pitch_outputs_and_rests[i:i + predictions_per_eighth]\n", " for i in range(0, len(pitch_outputs_and_rests), predictions_per_eighth)\n", " ]\n", "\n", " quantization_error = 0\n", "\n", " notes_and_rests = []\n", " for group in groups:\n", " error, note_or_rest = quantize_predictions(group, ideal_offset)\n", " quantization_error += error\n", " notes_and_rests.append(note_or_rest)\n", "\n", " return quantization_error, notes_and_rests\n", "\n", "\n", "best_error = float(\"inf\")\n", "best_notes_and_rests = None\n", "best_predictions_per_note = None\n", "\n", "for predictions_per_note in range(20, 65, 1):\n", " for prediction_start_offset in range(predictions_per_note):\n", "\n", " error, notes_and_rests = get_quantization_and_error(\n", " pitch_outputs_and_rests, predictions_per_note,\n", " prediction_start_offset, ideal_offset)\n", "\n", " if error < best_error: \n", " best_error = error\n", " best_notes_and_rests = notes_and_rests\n", " best_predictions_per_note = predictions_per_note\n", "\n", "# At this point, best_notes_and_rests contains the best quantization.\n", "# Since we don't need to have rests at the beginning, let's remove these:\n", "while best_notes_and_rests[0] == 'Rest':\n", " best_notes_and_rests = best_notes_and_rests[1:]\n", "# Also remove silence at the end.\n", "while best_notes_and_rests[-1] == 'Rest':\n", " best_notes_and_rests = best_notes_and_rests[:-1]" ] }, { "cell_type": "markdown", "metadata": { "id": "vMZbWA3aVqee" }, "source": [ "이제 양자화된 음표를 악보로 작성해 보겠습니다!\n", "\n", "이 작업을 위해 [music21](http://web.mit.edu/music21/) 및 [Open Sheet Music Display](https://github.com/opensheetmusicdisplay/opensheetmusicdisplay)의 두 가지 라이브러리를 사용합니다.\n", "\n", "**참고:** 간단하게 하기 위해 여기서는 모든 음표의 지속 시간이 동일하다고 가정합니다(반음표)." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:14.454923Z", "iopub.status.busy": "2022-12-14T20:22:14.454259Z", "iopub.status.idle": "2022-12-14T20:22:14.460485Z", "shell.execute_reply": "2022-12-14T20:22:14.459754Z" }, "id": "yVrk_IOIzpQR" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "bpm: 78.26086956521739\n" ] } ], "source": [ "# Creating the sheet music score.\n", "sc = music21.stream.Score()\n", "# Adjust the speed to match the actual singing.\n", "bpm = 60 * 60 / best_predictions_per_note\n", "print ('bpm: ', bpm)\n", "a = music21.tempo.MetronomeMark(number=bpm)\n", "sc.insert(0,a)\n", "\n", "for snote in best_notes_and_rests: \n", " d = 'half'\n", " if snote == 'Rest': \n", " sc.append(music21.note.Rest(type=d))\n", " else:\n", " sc.append(music21.note.Note(snote, type=d))" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "cellView": "both", "execution": { "iopub.execute_input": "2022-12-14T20:22:14.463801Z", "iopub.status.busy": "2022-12-14T20:22:14.463258Z", "iopub.status.idle": "2022-12-14T20:22:14.468965Z", "shell.execute_reply": "2022-12-14T20:22:14.468356Z" }, "id": "CEleCWHtG2s4" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmpfs/tmp/ipykernel_22930/2305315633.py:3: DeprecationWarning: Importing display from IPython.core.display is deprecated since IPython 7.14, please import from IPython display\n", " from IPython.core.display import display, HTML, Javascript\n" ] } ], "source": [ "#@title [Run this] Helper function to use Open Sheet Music Display (JS code) to show a music score\n", "\n", "from IPython.core.display import display, HTML, Javascript\n", "import json, random\n", "\n", "def showScore(score):\n", " xml = open(score.write('musicxml')).read()\n", " showMusicXML(xml)\n", " \n", "def showMusicXML(xml):\n", " DIV_ID = \"OSMD_div\"\n", " display(HTML('
loading OpenSheetMusicDisplay
'))\n", " script = \"\"\"\n", " var div_id = %%DIV_ID%%;\n", " function loadOSMD() { \n", " return new Promise(function(resolve, reject){\n", " if (window.opensheetmusicdisplay) {\n", " return resolve(window.opensheetmusicdisplay)\n", " }\n", " // OSMD script has a 'define' call which conflicts with requirejs\n", " var _define = window.define // save the define object \n", " window.define = undefined // now the loaded script will ignore requirejs\n", " var s = document.createElement( 'script' );\n", " s.setAttribute( 'src', \"https://cdn.jsdelivr.net/npm/opensheetmusicdisplay@0.7.6/build/opensheetmusicdisplay.min.js\" );\n", " //s.setAttribute( 'src', \"/custom/opensheetmusicdisplay.js\" );\n", " s.onload=function(){\n", " window.define = _define\n", " resolve(opensheetmusicdisplay);\n", " };\n", " document.body.appendChild( s ); // browser will try to load the new script tag\n", " }) \n", " }\n", " loadOSMD().then((OSMD)=>{\n", " window.openSheetMusicDisplay = new OSMD.OpenSheetMusicDisplay(div_id, {\n", " drawingParameters: \"compacttight\"\n", " });\n", " openSheetMusicDisplay\n", " .load(%%data%%)\n", " .then(\n", " function() {\n", " openSheetMusicDisplay.render();\n", " }\n", " );\n", " })\n", " \"\"\".replace('%%DIV_ID%%',DIV_ID).replace('%%data%%',json.dumps(xml))\n", " display(Javascript(script))\n", " return" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:14.472061Z", "iopub.status.busy": "2022-12-14T20:22:14.471511Z", "iopub.status.idle": "2022-12-14T20:22:14.497145Z", "shell.execute_reply": "2022-12-14T20:22:14.496526Z" }, "id": "WTu4phq4WeAI" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmpfs/src/tf_docs_env/lib/python3.9/site-packages/music21/musicxml/m21ToXml.py:510: MusicXMLWarning: is not well-formed; see isWellFormedNotation()\n", " warnings.warn(f'{scOut} is not well-formed; see isWellFormedNotation()',\n" ] }, { "data": { "text/html": [ "
loading OpenSheetMusicDisplay
" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", " var div_id = OSMD_div;\n", " function loadOSMD() { \n", " return new Promise(function(resolve, reject){\n", " if (window.opensheetmusicdisplay) {\n", " return resolve(window.opensheetmusicdisplay)\n", " }\n", " // OSMD script has a 'define' call which conflicts with requirejs\n", " var _define = window.define // save the define object \n", " window.define = undefined // now the loaded script will ignore requirejs\n", " var s = document.createElement( 'script' );\n", " s.setAttribute( 'src', \"https://cdn.jsdelivr.net/npm/opensheetmusicdisplay@0.7.6/build/opensheetmusicdisplay.min.js\" );\n", " //s.setAttribute( 'src', \"/custom/opensheetmusicdisplay.js\" );\n", " s.onload=function(){\n", " window.define = _define\n", " resolve(opensheetmusicdisplay);\n", " };\n", " document.body.appendChild( s ); // browser will try to load the new script tag\n", " }) \n", " }\n", " loadOSMD().then((OSMD)=>{\n", " window.openSheetMusicDisplay = new OSMD.OpenSheetMusicDisplay(div_id, {\n", " drawingParameters: \"compacttight\"\n", " });\n", " openSheetMusicDisplay\n", " .load(\"\\n\\n\\n Music21 Fragment\\n \\n Music21\\n \\n 2022-12-14\\n music21 v.8.1.0\\n \\n \\n \\n \\n 7\\n 40\\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n \\n 10080\\n \\n \\n F\\n 4\\n \\n \\n \\n \\n \\n quarter\\n 78.26086956521739\\n \\n \\n \\n \\n \\n \\n C\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n D\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n \\n \\n \\n E\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n F\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n \\n \\n \\n G\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n A\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n \\n \\n \\n B\\n 3\\n \\n 20160\\n half\\n \\n \\n \\n C\\n 4\\n \\n 20160\\n half\\n \\n \\n light-heavy\\n \\n \\n \\n\")\n", " .then(\n", " function() {\n", " openSheetMusicDisplay.render();\n", " }\n", " );\n", " })\n", " " ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "['C3', 'D3', 'E3', 'F3', 'G3', 'A3', 'B3', 'C4']\n" ] } ], "source": [ "# rendering the music score\n", "showScore(sc)\n", "print(best_notes_and_rests)" ] }, { "cell_type": "markdown", "metadata": { "id": "fGPXm6Z83U2g" }, "source": [ "음표를 MIDI 파일로 변환하고 들어보겠습니다.\n", "\n", "이 파일을 만들기 위해 이전에 만든 스트림을 사용할 수 있습니다." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:14.501320Z", "iopub.status.busy": "2022-12-14T20:22:14.500882Z", "iopub.status.idle": "2022-12-14T20:22:14.508448Z", "shell.execute_reply": "2022-12-14T20:22:14.507764Z" }, "id": "klYoWjgmPaod" }, "outputs": [], "source": [ "# Saving the recognized musical notes as a MIDI file\n", "converted_audio_file_as_midi = converted_audio_file[:-4] + '.mid'\n", "fp = sc.write('midi', fp=converted_audio_file_as_midi)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:14.511838Z", "iopub.status.busy": "2022-12-14T20:22:14.511293Z", "iopub.status.idle": "2022-12-14T20:22:14.514928Z", "shell.execute_reply": "2022-12-14T20:22:14.514318Z" }, "id": "tz7Mj3Qx1lpR" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converted_audio_file.mid_midioutput.wav\n" ] } ], "source": [ "wav_from_created_midi = converted_audio_file_as_midi.replace(' ', '_') + \"_midioutput.wav\"\n", "print(wav_from_created_midi)" ] }, { "cell_type": "markdown", "metadata": { "id": "ahss5EOiWDDp" }, "source": [ "colab에서 노래를 들으려면 다시 wav로 변환해야 합니다. Timidity를 사용하면 간단히 해결됩니다." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:14.518183Z", "iopub.status.busy": "2022-12-14T20:22:14.517757Z", "iopub.status.idle": "2022-12-14T20:22:14.940357Z", "shell.execute_reply": "2022-12-14T20:22:14.939407Z" }, "id": "XmeJ-UITV2nq" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Playing converted_audio_file.mid\r\n", "MIDI file: converted_audio_file.mid\r\n", "Format: 1 Tracks: 2 Divisions: 1024\r\n", "Track name: \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Playing time: ~16 seconds\r\n", "Notes cut: 0\r\n", "Notes lost totally: 0\r\n" ] } ], "source": [ "!timidity $converted_audio_file_as_midi -Ow -o $wav_from_created_midi" ] }, { "cell_type": "markdown", "metadata": { "id": "bnvwmyNj7kCC" }, "source": [ "마지막으로, 음표로부터 생성되고 예상된 피치로부터 MIDI를 통해 만들어져 모델에 의해 추론된 오디오를 들어봅니다!\n" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "execution": { "iopub.execute_input": "2022-12-14T20:22:14.945289Z", "iopub.status.busy": "2022-12-14T20:22:14.944559Z", "iopub.status.idle": "2022-12-14T20:22:15.000110Z", "shell.execute_reply": "2022-12-14T20:22:14.999444Z" }, "id": "qNLBB0zJV6vN" }, "outputs": [ { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Audio(wav_from_created_midi)" ] } ], "metadata": { "colab": { "collapsed_sections": [], "name": "spice.ipynb", "toc_visible": true }, "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.16" } }, "nbformat": 4, "nbformat_minor": 0 }