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VoiceChangerDemo.ipynb
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@ -6,7 +6,7 @@
"name": "VoiceChangerDemo", "name": "VoiceChangerDemo",
"provenance": [], "provenance": [],
"collapsed_sections": [], "collapsed_sections": [],
"authorship_tag": "ABX9TyPQVvmTXG6Vvab5wZAa6lKO", "authorship_tag": "ABX9TyNIza7v0FnaVjOr14T3S+ej",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@ -75,7 +75,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "vV1t7PBRm-o6", "id": "vV1t7PBRm-o6",
"outputId": "ab215746-b0f6-4efc-e7bd-d05a2d88d28e" "outputId": "5a33cb79-d771-43c4-8854-ac0fbc95a07c"
}, },
"execution_count": 1, "execution_count": 1,
"outputs": [ "outputs": [
@ -83,7 +83,7 @@
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"Sun Sep 18 21:17:24 2022 \n", "Sun Sep 18 21:24:31 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",
@ -92,7 +92,7 @@
"| | | 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 45C P8 10W / 70W | 0MiB / 15109MiB | 0% Default |\n", "| N/A 48C P8 10W / 70W | 0MiB / 15109MiB | 0% Default |\n",
"| | | N/A |\n", "| | | N/A |\n",
"+-------------------------------+----------------------+----------------------+\n", "+-------------------------------+----------------------+----------------------+\n",
" \n", " \n",
@ -141,7 +141,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "2wxD-gRSMU5R", "id": "2wxD-gRSMU5R",
"outputId": "88042619-b3bd-4a2f-da14-618a84f0180b" "outputId": "768bf916-9503-4e9a-acf9-2b744b5d8f9c"
}, },
"outputs": [ "outputs": [
{ {
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"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "86wTFmqsNMnD", "id": "86wTFmqsNMnD",
"outputId": "8176d9e8-8b4a-4802-ff64-81e3fddf50bb" "outputId": "c6a23eb6-5f87-49d9-b9c7-da1bc937ae65"
}, },
"execution_count": 4, "execution_count": 4,
"outputs": [ "outputs": [
@ -193,7 +193,7 @@
"remote: Counting objects: 100% (101/101), done.\u001b[K\n", "remote: Counting objects: 100% (101/101), done.\u001b[K\n",
"remote: Compressing objects: 100% (87/87), done.\u001b[K\n", "remote: Compressing objects: 100% (87/87), done.\u001b[K\n",
"remote: Total 101 (delta 13), reused 70 (delta 6), pack-reused 0\u001b[K\n", "remote: Total 101 (delta 13), reused 70 (delta 6), pack-reused 0\u001b[K\n",
"Receiving objects: 100% (101/101), 18.97 MiB | 22.69 MiB/s, done.\n", "Receiving objects: 100% (101/101), 18.97 MiB | 24.58 MiB/s, done.\n",
"Resolving deltas: 100% (13/13), done.\n", "Resolving deltas: 100% (13/13), done.\n",
"/content/voice-changer/demo\n" "/content/voice-changer/demo\n"
] ]
@ -233,7 +233,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "pjxPsOOaXXTj", "id": "pjxPsOOaXXTj",
"outputId": "9b387b49-034a-43ad-9fb2-1437504b5821" "outputId": "609dfadb-6a26-46f4-8f6a-1066c5b3e458"
}, },
"execution_count": 6, "execution_count": 6,
"outputs": [ "outputs": [
@ -310,7 +310,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "LwZAAuqxX7yY", "id": "LwZAAuqxX7yY",
"outputId": "3c4e46d7-e889-4713-c4bd-04734141bcb6" "outputId": "86d84d90-21f2-4b6f-b939-a4a53d12a4e4"
}, },
"execution_count": 7, "execution_count": 7,
"outputs": [ "outputs": [
@ -337,7 +337,7 @@
"Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 espeak-data amd64 1.48.04+dfsg-5 [934 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: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", "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 0s (3,033 kB/s)\n", "Fetched 1,219 kB in 1s (1,020 kB/s)\n",
"Selecting previously unselected package libportaudio2:amd64.\n", "Selecting previously unselected package libportaudio2:amd64.\n",
"(Reading database ... 155569 files and directories currently installed.)\n", "(Reading database ... 155569 files and directories currently installed.)\n",
"Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n", "Preparing to unpack .../libportaudio2_19.6.0-1_amd64.deb ...\n",
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"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", "Collecting unidecode\n",
" Downloading Unidecode-1.3.4-py3-none-any.whl (235 kB)\n", " Downloading Unidecode-1.3.4-py3-none-any.whl (235 kB)\n",
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"\u001b[?25hInstalling collected packages: unidecode\n", "\u001b[?25hInstalling collected packages: unidecode\n",
"Successfully installed unidecode-1.3.4\n", "Successfully installed unidecode-1.3.4\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 phonemizer\n", "Collecting phonemizer\n",
" Downloading phonemizer-3.2.1-py3-none-any.whl (90 kB)\n", " Downloading phonemizer-3.2.1-py3-none-any.whl (90 kB)\n",
"\u001b[K |████████████████████████████████| 90 kB 4.3 MB/s \n", "\u001b[K |████████████████████████████████| 90 kB 4.4 MB/s \n",
"\u001b[?25hRequirement already satisfied: attrs>=18.1 in /usr/local/lib/python3.7/dist-packages (from phonemizer) (22.1.0)\n", "\u001b[?25hCollecting dlinfo\n",
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" Downloading dlinfo-1.2.1-py3-none-any.whl (3.6 kB)\n", " Downloading dlinfo-1.2.1-py3-none-any.whl (3.6 kB)\n",
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"Collecting segments\n", "Collecting segments\n",
" Downloading segments-2.2.1-py2.py3-none-any.whl (15 kB)\n", " Downloading segments-2.2.1-py2.py3-none-any.whl (15 kB)\n",
"Collecting clldutils>=1.7.3\n", "Collecting clldutils>=1.7.3\n",
" Downloading clldutils-3.12.0-py2.py3-none-any.whl (197 kB)\n", " Downloading clldutils-3.12.0-py2.py3-none-any.whl (197 kB)\n",
"\u001b[K |████████████████████████████████| 197 kB 27.4 MB/s \n", "\u001b[K |████████████████████████████████| 197 kB 24.2 MB/s \n",
"\u001b[?25hCollecting csvw>=1.5.6\n", "\u001b[?25hCollecting csvw>=1.5.6\n",
" Downloading csvw-3.1.1-py2.py3-none-any.whl (56 kB)\n", " Downloading csvw-3.1.1-py2.py3-none-any.whl (56 kB)\n",
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" Downloading colorlog-6.7.0-py2.py3-none-any.whl (11 kB)\n", " Downloading colorlog-6.7.0-py2.py3-none-any.whl (11 kB)\n",
"Requirement already satisfied: tabulate>=0.7.7 in /usr/local/lib/python3.7/dist-packages (from clldutils>=1.7.3->segments->phonemizer) (0.8.10)\n",
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" Downloading language_tags-1.1.0-py2.py3-none-any.whl (210 kB)\n", " Downloading language_tags-1.1.0-py2.py3-none-any.whl (210 kB)\n",
"\u001b[K |████████████████████████████████| 210 kB 58.6 MB/s \n", "\u001b[K |████████████████████████████████| 210 kB 66.4 MB/s \n",
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" Downloading colorama-0.4.5-py2.py3-none-any.whl (16 kB)\n", " Downloading colorama-0.4.5-py2.py3-none-any.whl (16 kB)\n",
"Collecting rfc3986<2\n",
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"Collecting rdflib\n", "Collecting rdflib\n",
" Downloading rdflib-6.2.0-py3-none-any.whl (500 kB)\n", " Downloading rdflib-6.2.0-py3-none-any.whl (500 kB)\n",
"\u001b[K |████████████████████████████████| 500 kB 59.1 MB/s \n", "\u001b[K |████████████████████████████████| 500 kB 67.8 MB/s \n",
"\u001b[?25hCollecting isodate\n", "\u001b[?25hRequirement already satisfied: babel in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (2.10.3)\n",
" Downloading isodate-0.6.1-py2.py3-none-any.whl (41 kB)\n", "Requirement already satisfied: uritemplate>=3.0.0 in /usr/local/lib/python3.7/dist-packages (from csvw>=1.5.6->segments->phonemizer) (3.0.1)\n",
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"Installing collected packages: isodate, rfc3986, rdflib, language-tags, colorama, csvw, colorlog, clldutils, segments, dlinfo, phonemizer\n", "Installing collected packages: isodate, rfc3986, rdflib, language-tags, colorama, csvw, colorlog, clldutils, segments, dlinfo, phonemizer\n",
"Successfully installed clldutils-3.12.0 colorama-0.4.5 colorlog-6.7.0 csvw-3.1.1 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", "Successfully installed clldutils-3.12.0 colorama-0.4.5 colorlog-6.7.0 csvw-3.1.1 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",
"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",
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"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",
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"\u001b[?25hRequirement already satisfied: idna>=2.8 in /usr/local/lib/python3.7/dist-packages (from anyio<5,>=3.4.0->starlette==0.20.4->fastapi) (2.10)\n", "\u001b[?25hRequirement already satisfied: typing-extensions>=3.10.0 in /usr/local/lib/python3.7/dist-packages (from starlette==0.20.4->fastapi) (4.1.1)\n",
"Collecting sniffio>=1.1\n", "Collecting sniffio>=1.1\n",
" Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)\n", " Downloading sniffio-1.3.0-py3-none-any.whl (10 kB)\n",
"Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.7/dist-packages (from anyio<5,>=3.4.0->starlette==0.20.4->fastapi) (2.10)\n",
"Installing collected packages: sniffio, anyio, starlette, fastapi\n", "Installing collected packages: sniffio, anyio, starlette, fastapi\n",
"Successfully installed anyio-3.6.1 fastapi-0.85.0 sniffio-1.3.0 starlette-0.20.4\n", "Successfully installed anyio-3.6.1 fastapi-0.85.0 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",
@ -452,7 +452,7 @@
"Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from uvicorn) (4.1.1)\n", "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from uvicorn) (4.1.1)\n",
"Collecting h11>=0.8\n", "Collecting h11>=0.8\n",
" Downloading h11-0.13.0-py3-none-any.whl (58 kB)\n", " Downloading h11-0.13.0-py3-none-any.whl (58 kB)\n",
"\u001b[K |████████████████████████████████| 58 kB 5.8 MB/s \n", "\u001b[K |████████████████████████████████| 58 kB 6.0 MB/s \n",
"\u001b[?25hInstalling collected packages: h11, uvicorn\n", "\u001b[?25hInstalling collected packages: h11, uvicorn\n",
"Successfully installed h11-0.13.0 uvicorn-0.18.3\n" "Successfully installed h11-0.13.0 uvicorn-0.18.3\n"
] ]
@ -474,23 +474,32 @@
"\n", "\n",
"下記のようなテキストが表示されたら起動完了です。\n", "下記のようなテキストが表示されたら起動完了です。\n",
"\n", "\n",
"**`Application startup complete`**\n",
"\n",
"という文字列で完了です。`uvicorn.error`という不穏なメッセージも見られますが、これはプロセスの名前で大して重要な意味を持ちませんので無視してください。（どうやったら消せるのだろうか。）\n",
"\n",
"\n",
"```\n", "```\n",
"[2022-08-31 06:48:38,064] INFO in serverFlask: INITIALIZE MODEL\n", "INFO: Will watch for changes in these directories: ['/content/voice-changer/demo']\n",
"[2022-08-31 06:48:45,660] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", "INFO:uvicorn.error:Will watch for changes in these directories: ['/content/voice-changer/demo']\n",
"[2022-08-31 06:48:57,329] INFO in serverFlask: START APP\n", "INFO: Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n",
"INFO:uvicorn.error:Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n",
"INFO: Started reloader process [617] using StatReload\n",
"INFO:uvicorn.error:Started reloader process [617] using StatReload\n",
"INFO:uvicorn:INITIALIZE MODEL\n",
"GPU_NUM: 1\n", "GPU_NUM: 1\n",
" * Serving Flask app \"serverFlask\" (lazy loading)\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
" * Environment: production\n", "DEBUG:asyncio:Using selector: EpollSelector\n",
" WARNING: This is a development server. Do not use it in a production deployment.\n", "INFO: INITIALIZE MODEL\n",
" Use a production WSGI server instead.\n", "INFO:uvicorn:INITIALIZE MODEL\n",
" * Debug mode: on\n", "GPU_NUM: 1\n",
"[2022-08-31 06:48:57,336] INFO in _internal: * Running on http://0.0.0.0:8082/ (Press CTRL+C to quit)\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"[2022-08-31 06:48:57,337] INFO in _internal: * Restarting with stat\n", "INFO: Started server process [637]\n",
"[2022-08-31 06:48:59,283] INFO in serverFlask: INITIALIZE MODEL\n", "INFO:uvicorn.error:Started server process [637]\n",
"[2022-08-31 06:49:01,125] INFO in utils: Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", "INFO: Waiting for application startup.\n",
"[2022-08-31 06:49:04,996] INFO in serverFlask: START APP\n", "INFO:uvicorn.error:Waiting for application startup.\n",
"[2022-08-31 06:49:05,002] WARNING in _internal: * Debugger is active!\n", "INFO: Application startup complete.\n",
"[2022-08-31 06:49:05,074] INFO in _internal: * Debugger PIN: 879-442-767\n", "INFO:uvicorn.error:Application startup complete.\n",
"```\n", "```\n",
"\n" "\n"
], ],
@ -522,9 +531,9 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
}, },
"id": "chu06KpAjEK6", "id": "chu06KpAjEK6",
"outputId": "cc836667-5f87-49a2-e6f1-397c10d28a7e" "outputId": "babff101-af28-4b1f-8173-c067c6b21981"
}, },
"execution_count": 14, "execution_count": 17,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
@ -534,8 +543,8 @@
"INFO:uvicorn.error:Will watch for changes in these directories: ['/content/voice-changer/demo']\n", "INFO:uvicorn.error:Will watch for changes in these directories: ['/content/voice-changer/demo']\n",
"INFO: Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n", "INFO: Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n",
"INFO:uvicorn.error:Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n", "INFO:uvicorn.error:Uvicorn running on http://0.0.0.0:8088 (Press CTRL+C to quit)\n",
"INFO: Started reloader process [633] using StatReload\n", "INFO: Started reloader process [617] using StatReload\n",
"INFO:uvicorn.error:Started reloader process [633] using StatReload\n", "INFO:uvicorn.error:Started reloader process [617] using StatReload\n",
"INFO:uvicorn:INITIALIZE MODEL\n", "INFO:uvicorn:INITIALIZE MODEL\n",
"GPU_NUM: 1\n", "GPU_NUM: 1\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
@ -544,8 +553,8 @@
"INFO:uvicorn:INITIALIZE MODEL\n", "INFO:uvicorn:INITIALIZE MODEL\n",
"GPU_NUM: 1\n", "GPU_NUM: 1\n",
"INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n", "INFO:root:Loaded checkpoint '/content/drive/MyDrive/VoiceChanger/G_326000.pth' (iteration 1136)\n",
"INFO: Started server process [654]\n", "INFO: Started server process [637]\n",
"INFO:uvicorn.error:Started server process [654]\n", "INFO:uvicorn.error:Started server process [637]\n",
"INFO: Waiting for application startup.\n", "INFO: Waiting for application startup.\n",
"INFO:uvicorn.error:Waiting for application startup.\n", "INFO:uvicorn.error:Waiting for application startup.\n",
"INFO: Application startup complete.\n", "INFO: Application startup complete.\n",
@ -582,15 +591,15 @@
"base_uri": "https://localhost:8080/", "base_uri": "https://localhost:8080/",
"height": 34 "height": 34
}, },
"outputId": "ec343c63-c165-4375-d7a4-05b02c3c36b1" "outputId": "6a9869a8-7571-4eec-ce82-2da1859dd3b5"
}, },
"execution_count": 15, "execution_count": 18,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
"name": "stdout", "name": "stdout",
"text": [ "text": [
"https://1bhiamr2dnh-496ff2e9c6d22116-8088-colab.googleusercontent.com/front/\n" "https://b5ds0951k67-496ff2e9c6d22116-8088-colab.googleusercontent.com/front/\n"
] ]
} }
] ]