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w-okada 2022-10-30 01:20:51 +09:00
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VoiceChangerDemo_Simple.ipynb
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@ -5,7 +5,7 @@
"colab": { "colab": {
"provenance": [], "provenance": [],
"collapsed_sections": [], "collapsed_sections": [],
"authorship_tag": "ABX9TyNIv/9zk/IX9oi1cGqSj2bv", "authorship_tag": "ABX9TyMCsjw8wsyV5UMK1mtrEFbh",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@ -32,7 +32,7 @@
{ {
"cell_type": "markdown", "cell_type": "markdown",
"source": [ "source": [
"Voice Changer (デモ版)\n", "Voice Changer Simple (デモ版)\n",
"---\n", "---\n",
"\n", "\n",
"このノートはVoice ChangerをColab上で動かすデモ版です。\n", "このノートはVoice ChangerをColab上で動かすデモ版です。\n",
@ -74,15 +74,15 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "vV1t7PBRm-o6", "id": "vV1t7PBRm-o6",
"outputId": "c62cb043-dcda-4014-f9d1-62a63c633fba" "outputId": "1d41a95a-4267-41de-a993-f086ef162d39"
}, },
"execution_count": null, "execution_count": 1,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Sat Oct 29 16:05:06 2022 \n", "Sat Oct 29 16:11:17 2022 \n",
"+-----------------------------------------------------------------------------+\n", "+-----------------------------------------------------------------------------+\n",
"| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n", "| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n",
"|-------------------------------+----------------------+----------------------+\n", "|-------------------------------+----------------------+----------------------+\n",
@ -91,7 +91,7 @@
"| | | MIG M. |\n", "| | | MIG M. |\n",
"|===============================+======================+======================|\n", "|===============================+======================+======================|\n",
"| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n", "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n",
"| N/A 47C P8 10W / 70W | 0MiB / 15109MiB | 0% Default |\n", "| N/A 47C P8 11W / 70W | 0MiB / 15109MiB | 0% Default |\n",
"| | | N/A |\n", "| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n", "+-------------------------------+----------------------+----------------------+\n",
" \n", " \n",
@ -122,9 +122,9 @@
{ {
"cell_type": "code", "cell_type": "code",
"source": [ "source": [
"# (2-1) 使用するモデルとコンフィグファイルの指定\n", "# # (2-1) 使用するモデルとコンフィグファイルの指定\n",
"CONFIG=\"/content/drive/MyDrive/VoiceChanger/config.json\"\n", "# CONFIG=\"/content/drive/MyDrive/VoiceChanger/config.json\"\n",
"MODEL=\"/content/drive/MyDrive/VoiceChanger/G_326000.pth\"" "# MODEL=\"/content/drive/MyDrive/VoiceChanger/G_326000.pth\""
], ],
"metadata": { "metadata": {
"id": "nSXATMWYb4Ik" "id": "nSXATMWYb4Ik"
@ -152,9 +152,9 @@
} }
], ],
"source": [ "source": [
"# (2-2) Google Driveのマウント\n", "# # (2-2) Google Driveのマウント\n",
"from google.colab import drive\n", "# from google.colab import drive\n",
"drive.mount('/content/drive')" "# drive.mount('/content/drive')"
] ]
}, },
{ {
@ -172,7 +172,7 @@
"source": [ "source": [
"# (3) リポジトリのクローン\n", "# (3) リポジトリのクローン\n",
"!git clone --depth 1 https://github.com/isletennos/MMVC_Trainer.git -b v1.3.1.3 /MMVC_Trainer\n", "!git clone --depth 1 https://github.com/isletennos/MMVC_Trainer.git -b v1.3.1.3 /MMVC_Trainer\n",
"!git clone --depth 1 https://github.com/w-okada/voice-changer.git\n", "!git clone --depth 1 https://github.com/w-okada/voice-changer.git -b dev\n",
"%cd voice-changer/demo/\n" "%cd voice-changer/demo/\n"
], ],
"metadata": { "metadata": {
@ -180,9 +180,9 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "86wTFmqsNMnD", "id": "86wTFmqsNMnD",
"outputId": "a8c26bd2-7172-4d21-f32d-14bcbfa2b0aa" "outputId": "08cc7734-a82b-442e-90d2-65481abdfa06"
}, },
"execution_count": null, "execution_count": 2,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
@ -193,7 +193,7 @@
"remote: Counting objects: 100% (917/917), done.\u001b[K\n", "remote: Counting objects: 100% (917/917), done.\u001b[K\n",
"remote: Compressing objects: 100% (828/828), done.\u001b[K\n", "remote: Compressing objects: 100% (828/828), done.\u001b[K\n",
"remote: Total 917 (delta 3), reused 888 (delta 0), pack-reused 0\u001b[K\n", "remote: Total 917 (delta 3), reused 888 (delta 0), pack-reused 0\u001b[K\n",
"Receiving objects: 100% (917/917), 53.02 MiB | 35.96 MiB/s, done.\n", "Receiving objects: 100% (917/917), 53.02 MiB | 20.00 MiB/s, done.\n",
"Resolving deltas: 100% (3/3), done.\n", "Resolving deltas: 100% (3/3), done.\n",
"Note: checking out '39723b3243e0265b8802e020e4d4d90a4b8b65ee'.\n", "Note: checking out '39723b3243e0265b8802e020e4d4d90a4b8b65ee'.\n",
"\n", "\n",
@ -207,11 +207,11 @@
" git checkout -b <new-branch-name>\n", " git checkout -b <new-branch-name>\n",
"\n", "\n",
"Cloning into 'voice-changer'...\n", "Cloning into 'voice-changer'...\n",
"remote: Enumerating objects: 81, done.\u001b[K\n", "remote: Enumerating objects: 87, done.\u001b[K\n",
"remote: Counting objects: 100% (81/81), done.\u001b[K\n", "remote: Counting objects: 100% (87/87), done.\u001b[K\n",
"remote: Compressing objects: 100% (68/68), done.\u001b[K\n", "remote: Compressing objects: 100% (73/73), done.\u001b[K\n",
"remote: Total 81 (delta 12), reused 51 (delta 5), pack-reused 0\u001b[K\n", "remote: Total 87 (delta 15), reused 56 (delta 6), pack-reused 0\u001b[K\n",
"Unpacking objects: 100% (81/81), done.\n", "Unpacking objects: 100% (87/87), done.\n",
"/content/voice-changer/demo\n" "/content/voice-changer/demo\n"
] ]
} }
@ -236,7 +236,7 @@
"metadata": { "metadata": {
"id": "Bn4kV8TgXp8i" "id": "Bn4kV8TgXp8i"
}, },
"execution_count": null, "execution_count": 3,
"outputs": [] "outputs": []
}, },
{ {
@ -250,9 +250,9 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "pjxPsOOaXXTj", "id": "pjxPsOOaXXTj",
"outputId": "c8a32f33-c260-41ea-bd8f-ce401247f2a0" "outputId": "f42369d3-f4a5-460e-c20e-b72689017193"
}, },
"execution_count": null, "execution_count": 4,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
@ -319,17 +319,21 @@
"!pip install unidecode\n", "!pip install unidecode\n",
"!pip install phonemizer\n", "!pip install phonemizer\n",
"!pip install retry\n", "!pip install retry\n",
"!pip install python-socketio\n",
"!pip install fastapi\n", "!pip install fastapi\n",
"!pip install uvicorn" "!pip install python-multipart\n",
"!pip install uvicorn\n",
"!pip install websockets\n",
"!pip install pyOpenSSL\n"
], ],
"metadata": { "metadata": {
"colab": { "colab": {
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "LwZAAuqxX7yY", "id": "LwZAAuqxX7yY",
"outputId": "de7a602d-e2b0-45b9-add1-25ce4fe33063" "outputId": "ee8dc6f3-7279-4823-cd58-837e3183e088"
}, },
"execution_count": null, "execution_count": 14,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
@ -338,140 +342,84 @@
"Reading package lists... Done\n", "Reading package lists... Done\n",
"Building dependency tree \n", "Building dependency tree \n",
"Reading state information... Done\n", "Reading state information... Done\n",
"espeak is already the newest version (1.48.04+dfsg-5).\n",
"libsndfile1-dev is already the newest version (1.0.28-4ubuntu0.18.04.2).\n", "libsndfile1-dev is already the newest version (1.0.28-4ubuntu0.18.04.2).\n",
"The following package was automatically installed and is no longer required:\n", "The following package was automatically installed and is no longer required:\n",
" libnvidia-common-460\n", " libnvidia-common-460\n",
"Use 'apt autoremove' to remove it.\n", "Use 'apt autoremove' to remove it.\n",
"The following additional packages will be installed:\n", "0 upgraded, 0 newly installed, 0 to remove and 29 not upgraded.\n",
" espeak-data libespeak1 libportaudio2 libsonic0\n",
"The following NEW packages will be installed:\n",
" espeak espeak-data libespeak1 libportaudio2 libsonic0\n",
"0 upgraded, 5 newly installed, 0 to remove and 27 not upgraded.\n",
"Need to get 1,219 kB of archives.\n",
"After this operation, 3,031 kB of additional disk space will be used.\n",
"Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libportaudio2 amd64 19.6.0-1 [64.6 kB]\n",
"Get:2 http://archive.ubuntu.com/ubuntu bionic/main amd64 libsonic0 amd64 0.2.0-6 [13.4 kB]\n",
"Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak-data amd64 1.48.04+dfsg-5 [934 kB]\n",
"Get:4 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libespeak1 amd64 1.48.04+dfsg-5 [145 kB]\n",
"Get:5 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak amd64 1.48.04+dfsg-5 [61.6 kB]\n",
"Fetched 1,219 kB in 1s (1,624 kB/s)\n",
"Selecting previously unselected package libportaudio2:amd64.\n",
"(Reading database ... 123942 files and directories currently installed.)\n",
"Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n",
"Unpacking libportaudio2:amd64 (19.6.0-1) ...\n",
"Selecting previously unselected package libsonic0:amd64.\n",
"Preparing to unpack .../libsonic0_0.2.0-6_amd64.deb ...\n",
"Unpacking libsonic0:amd64 (0.2.0-6) ...\n",
"Selecting previously unselected package espeak-data:amd64.\n",
"Preparing to unpack .../espeak-data_1.48.04+dfsg-5_amd64.deb ...\n",
"Unpacking espeak-data:amd64 (1.48.04+dfsg-5) ...\n",
"Selecting previously unselected package libespeak1:amd64.\n",
"Preparing to unpack .../libespeak1_1.48.04+dfsg-5_amd64.deb ...\n",
"Unpacking libespeak1:amd64 (1.48.04+dfsg-5) ...\n",
"Selecting previously unselected package espeak.\n",
"Preparing to unpack .../espeak_1.48.04+dfsg-5_amd64.deb ...\n",
"Unpacking espeak (1.48.04+dfsg-5) ...\n",
"Setting up libportaudio2:amd64 (19.6.0-1) ...\n",
"Setting up espeak-data:amd64 (1.48.04+dfsg-5) ...\n",
"Setting up libsonic0:amd64 (0.2.0-6) ...\n",
"Setting up libespeak1:amd64 (1.48.04+dfsg-5) ...\n",
"Setting up espeak (1.48.04+dfsg-5) ...\n",
"Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n",
"Processing triggers for libc-bin (2.27-3ubuntu1.6) ...\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting unidecode\n", "Requirement already satisfied: unidecode in /usr/local/lib/python3.7/dist-packages (1.3.6)\n",
" Downloading Unidecode-1.3.6-py3-none-any.whl (235 kB)\n",
"\u001b[K |████████████████████████████████| 235 kB 22.3 MB/s \n",
"\u001b[?25hInstalling collected packages: unidecode\n",
"Successfully installed unidecode-1.3.6\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting phonemizer\n", "Requirement already satisfied: phonemizer in /usr/local/lib/python3.7/dist-packages (3.2.1)\n",
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"\u001b[K |████████████████████████████████| 90 kB 8.2 MB/s \n",
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"Installing collected packages: isodate, rfc3986, rdflib, language-tags, colorama, csvw, colorlog, clldutils, segments, dlinfo, phonemizer\n", "Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (3.0.4)\n",
"Successfully installed clldutils-3.12.0 colorama-0.4.6 colorlog-6.7.0 csvw-3.1.2 dlinfo-1.2.1 isodate-0.6.1 language-tags-1.1.0 phonemizer-3.2.1 rdflib-6.2.0 rfc3986-1.5.0 segments-2.2.1\n", "Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->csvw>=1.5.6->segments->phonemizer) (2.10)\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting retry\n", "Requirement already satisfied: retry in /usr/local/lib/python3.7/dist-packages (0.9.2)\n",
" Downloading retry-0.9.2-py2.py3-none-any.whl (8.0 kB)\n",
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"Installing collected packages: retry\n", "Requirement already satisfied: decorator>=3.4.2 in /usr/local/lib/python3.7/dist-packages (from retry) (4.4.2)\n",
"Successfully installed retry-0.9.2\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting fastapi\n", "Requirement already satisfied: python-socketio in /usr/local/lib/python3.7/dist-packages (5.7.2)\n",
" Downloading fastapi-0.85.1-py3-none-any.whl (55 kB)\n", "Requirement already satisfied: bidict>=0.21.0 in /usr/local/lib/python3.7/dist-packages (from python-socketio) (0.22.0)\n",
"\u001b[K |████████████████████████████████| 55 kB 3.9 MB/s \n", "Requirement already satisfied: python-engineio>=4.3.0 in /usr/local/lib/python3.7/dist-packages (from python-socketio) (4.3.4)\n",
"\u001b[?25hCollecting starlette==0.20.4\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
" Downloading starlette-0.20.4-py3-none-any.whl (63 kB)\n", "Requirement already satisfied: fastapi in /usr/local/lib/python3.7/dist-packages (0.85.1)\n",
"\u001b[K |████████████████████████████████| 63 kB 2.5 MB/s \n", "Requirement already satisfied: starlette==0.20.4 in /usr/local/lib/python3.7/dist-packages (from fastapi) (0.20.4)\n",
"\u001b[?25hRequirement already satisfied: pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2 in /usr/local/lib/python3.7/dist-packages (from fastapi) (1.10.2)\n", "Requirement already satisfied: pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2 in /usr/local/lib/python3.7/dist-packages (from fastapi) (1.10.2)\n",
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" Downloading anyio-3.6.2-py3-none-any.whl (80 kB)\n", "Requirement already satisfied: sniffio>=1.1 in /usr/local/lib/python3.7/dist-packages (from anyio<5,>=3.4.0->starlette==0.20.4->fastapi) (1.3.0)\n",
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"Installing collected packages: sniffio, anyio, starlette, fastapi\n",
"Successfully installed anyio-3.6.2 fastapi-0.85.1 sniffio-1.3.0 starlette-0.20.4\n",
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting uvicorn\n", "Collecting python-multipart\n",
" Downloading uvicorn-0.19.0-py3-none-any.whl (56 kB)\n", " Downloading python-multipart-0.0.5.tar.gz (32 kB)\n",
"\u001b[K |████████████████████████████████| 56 kB 5.0 MB/s \n", "\u001b[33mWARNING: Discarding https://files.pythonhosted.org/packages/46/40/a933ac570bf7aad12a298fc53458115cc74053474a72fbb8201d7dc06d3d/python-multipart-0.0.5.tar.gz#sha256=f7bb5f611fc600d15fa47b3974c8aa16e93724513b49b5f95c81e6624c83fa43 (from https://pypi.org/simple/python-multipart/). Command errored out with exit status 1: python setup.py egg_info Check the logs for full command output.\u001b[0m\n",
"\u001b[?25hCollecting h11>=0.8\n", " Downloading python_multipart-0.0.4-py3-none-any.whl (31 kB)\n",
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"Installing collected packages: h11, uvicorn\n", "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Successfully installed h11-0.14.0 uvicorn-0.19.0\n" "Requirement already satisfied: websockets in /usr/local/lib/python3.7/dist-packages (10.4)\n",
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] ]
} }
] ]
@ -529,50 +477,61 @@
"source": [ "source": [
"# (6-1) サーバの起動\n", "# (6-1) サーバの起動\n",
"PORT=8089\n", "PORT=8089\n",
"get_ipython().system_raw(f'python3 serverFastAPI.py {PORT} {CONFIG} {MODEL} >foo 2>&1 &')" "get_ipython().system_raw(f'python3 MMVCServerSIO.py -p {PORT} >foo 2>&1 &')"
], ],
"metadata": { "metadata": {
"id": "iNOAB7zISI6J" "id": "iNOAB7zISI6J"
}, },
"execution_count": null, "execution_count": 15,
"outputs": [] "outputs": []
}, },
{ {
"cell_type": "code", "cell_type": "code",
"source": [ "source": [
"# (6-2) サーバの起動確認 (Ctrl+Retで実行)\n", "# (6-2) サーバの起動確認 (Ctrl+Retで実行)\n",
"!tail -20 foo" "!tail -30 foo"
], ],
"metadata": { "metadata": {
"colab": { "colab": {
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "chu06KpAjEK6", "id": "chu06KpAjEK6",
"outputId": "c868abb8-4e2d-42d2-a287-9e57a8fc47a0" "outputId": "052f6098-2370-4740-9d5f-37087524db1b"
}, },
"execution_count": null, "execution_count": 17,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"INFO:uvicorn:INITIALIZE MODEL\n", "Traceback (most recent call last):\n",
"GPU_NUM: 1\n", " File \"MMVCServerSIO.py\", line 22, in <module>\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", " from mods.VoiceChanger import VoiceChanger\n",
"INFO:uvicorn:START APP\n", " File \"/content/voice-changer/demo/mods/VoiceChanger.py\", line 9, in <module>\n",
"INFO: Will watch for changes in these directories: ['/content/voice-changer/demo']\n", " from text.symbols import symbols\n",
"INFO: Uvicorn running on http://0.0.0.0:8089 (Press CTRL+C to quit)\n", " File \"/MMVC_Trainer/text/__init__.py\", line 2, in <module>\n",
"INFO: Started reloader process [623] using StatReload\n", " from text import cleaners\n",
"INFO:uvicorn:INITIALIZE MODEL\n", " File \"/MMVC_Trainer/text/cleaners.py\", line 18, in <module>\n",
"GPU_NUM: 1\n", " from phonemizer import phonemize\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", " File \"/usr/local/lib/python3.7/dist-packages/phonemizer/__init__.py\", line 36, in <module>\n",
"DEBUG:asyncio:Using selector: EpollSelector\n", " from .phonemize import phonemize # pylint: disable=unused-import\n",
"INFO: INITIALIZE MODEL\n", " File \"/usr/local/lib/python3.7/dist-packages/phonemizer/phonemize.py\", line 30, in <module>\n",
"GPU_NUM: 1\n", " from phonemizer.backend import BACKENDS\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", " File \"/usr/local/lib/python3.7/dist-packages/phonemizer/backend/__init__.py\", line 19, in <module>\n",
"INFO: Started server process [660]\n", " from .espeak.espeak import EspeakBackend\n",
"INFO: Waiting for application startup.\n", " File \"/usr/local/lib/python3.7/dist-packages/phonemizer/backend/espeak/espeak.py\", line 22, in <module>\n",
"INFO: Application startup complete.\n" " from phonemizer.backend.espeak.base import BaseEspeakBackend\n",
" File \"/usr/local/lib/python3.7/dist-packages/phonemizer/backend/espeak/base.py\", line 21, in <module>\n",
" from phonemizer.backend.base import BaseBackend\n",
" File \"/usr/local/lib/python3.7/dist-packages/phonemizer/backend/base.py\", line 26, in <module>\n",
" from phonemizer.punctuation import Punctuation\n",
" File \"/usr/local/lib/python3.7/dist-packages/phonemizer/punctuation.py\", line 21, in <module>\n",
" from phonemizer.utils import str2list\n",
" File \"/usr/local/lib/python3.7/dist-packages/phonemizer/utils.py\", line 22, in <module>\n",
" import pkg_resources\n",
" File \"/usr/local/lib/python3.7/dist-packages/pkg_resources.py\", line 1479, in <module>\n",
" register_loader_type(importlib_bootstrap.SourceFileLoader, DefaultProvider)\n",
"AttributeError: module 'importlib._bootstrap' has no attribute 'SourceFileLoader'\n"
] ]
} }
] ]