diff --git a/SOFT_VC_FLASK.ipynb b/SOFT_VC_FLASK.ipynb deleted file mode 100644 index aff5a893..00000000 --- a/SOFT_VC_FLASK.ipynb +++ /dev/null @@ -1,1509 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "view-in-github", - "colab_type": "text" - }, - "source": [ - "\"Open" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "id": "5m_Xf_2NY6mI" - }, - "outputs": [], - "source": [ - "import torch, torchaudio\n", - "import requests\n", - "import IPython.display as display" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "id": "GGiC0rT2hoik", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "37af24c7-2f22-46b5-af7c-e5487816abd0" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", - "Collecting fastapi\n", - " Downloading fastapi-0.85.0-py3-none-any.whl (55 kB)\n", - "\u001b[K |████████████████████████████████| 55 kB 3.7 MB/s \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) (1.9.2)\n", - "Collecting starlette==0.20.4\n", - " Downloading starlette-0.20.4-py3-none-any.whl (63 kB)\n", - "\u001b[K |████████████████████████████████| 63 kB 2.8 MB/s \n", - "\u001b[?25hCollecting anyio<5,>=3.4.0\n", - " Downloading anyio-3.6.1-py3-none-any.whl (80 kB)\n", - "\u001b[K |████████████████████████████████| 80 kB 10.5 MB/s \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", - " 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", - "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", - "Collecting uvicorn\n", - " Downloading uvicorn-0.18.3-py3-none-any.whl (57 kB)\n", - "\u001b[K |████████████████████████████████| 57 kB 5.3 MB/s \n", - "\u001b[?25hCollecting h11>=0.8\n", - " Downloading h11-0.13.0-py3-none-any.whl (58 kB)\n", - "\u001b[K |████████████████████████████████| 58 kB 6.6 MB/s \n", - "\u001b[?25hRequirement already satisfied: click>=7.0 in /usr/local/lib/python3.7/dist-packages (from uvicorn) (7.1.2)\n", - "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from uvicorn) (4.1.1)\n", - "Installing collected packages: h11, uvicorn\n", - "Successfully installed h11-0.13.0 uvicorn-0.18.3\n" - ] - } - ], - "source": [ - "!pip install fastapi\n", - "!pip install uvicorn\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "id": "WO8XzrFMZGoj", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 324, - "referenced_widgets": [ - "1fb6c0e3138f4b488bb34e37146ff37d", - "54917384fe31484c819d5a8553026da4", - "cbf282697ea84126bab4449e9f03446b", - "c52a3c133bcb432cad237073f5aab054", - "4ecce5ec14504bbc9aed0f47923ccfb6", - "582c624f0437497ca264a1e5cd2fcb5f", - "607a419839644cbc837faee0cf085d1c", - "7932c1cff373439a8a8eb1f003cf8c4b", - "548c4156f681472493a8af30af129e3c", - "86394b2dfdc04a1db206c34710abde8f", - "98f9877b91024110a0845bcad5aa9373", - "a8f2eeaf998d4931b0a393874b1dab47", - "57976d7425c74a6ba59fc8690c71556f", - "41b7d72ce3164b79ad0206cf9372e35c", - "88580af9b2e24861824c3a699be36b57", - "87080b573d3841d9847db312969c20d2", - "96552e354a024d0caee5420e43097791", - "a6de0a8cc9744b38b672d4f95a6b6435", - "0712aeb95eaf4c5fb02abb7f6b34d232", - "4a69c62156f74ca4bc3e5a0415ab1606", - "035468979725405bbc64a007325432e8", - "88457d91184a40daa2d90c6ef8d05ff8", - "136e831d42c74b3790488c8916628b1b", - "5368bc852ae241039e85f45ddf4d3700", - "c4d9c5c9097e4fd4882b05dec71c826b", - "d6f2bf9acb7941cc94712b8f66cc9d09", - "3f3a1d0685694ff3b2c3d7b111c1d59b", - "d381d89f351544369a3f1744f69a62b8", - "de05063b4f75466fadc672c2a9c085e1", - "18dde4dbce394d43a7f6e2e6657136bd", - "bee40572e9d440f6bf8ce945a599dc92", - "8593cbf5e07d46038a8fe307adc34984", - "730f342e75244fba90d5fc32c9acc2e6" - ] - }, - "outputId": "f5836b09-bc6d-4914-bf71-583f4aa531b4" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stderr", - "text": [ - "/usr/local/lib/python3.7/dist-packages/torch/hub.py:267: UserWarning: You are about to download and run code from an untrusted repository. In a future release, this won't be allowed. To add the repository to your trusted list, change the command to {calling_fn}(..., trust_repo=False) and a command prompt will appear asking for an explicit confirmation of trust, or load(..., trust_repo=True), which will assume that the prompt is to be answered with 'yes'. You can also use load(..., trust_repo='check') which will only prompt for confirmation if the repo is not already trusted. This will eventually be the default behaviour\n", - " \"You are about to download and run code from an untrusted repository. In a future release, this won't \"\n", - "Downloading: \"https://github.com/bshall/hubert/zipball/main\" to /root/.cache/torch/hub/main.zip\n", - "Downloading: \"https://github.com/bshall/hubert/releases/download/v0.1/hubert-soft-0d54a1f4.pt\" to /root/.cache/torch/hub/checkpoints/hubert-soft-0d54a1f4.pt\n" - ] - }, - { - "output_type": "display_data", - "data": { - "text/plain": [ - " 0%| | 0.00/361M [00:00foo 2>&1 &')" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "IiWSwDjQidc7", - "outputId": "46ac3638-9525-4b7c-9139-bd43ffad87b5" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "INFO: Will watch for changes in these directories: ['/content']\n", - "INFO: Uvicorn running on http://0.0.0.0:8092 (Press CTRL+C to quit)\n", - "INFO: Started reloader process [301] using StatReload\n", - "Removing weight norm...\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "INFO: Started server process [311]\n", - "INFO: Waiting for application startup.\n", - "INFO: Application startup complete.\n", - "Removing weight norm...\n", - "Removing weight norm...\n", - "INFO: 127.0.0.1:38374 - \"GET / HTTP/1.1\" 404 Not Found\n", - "INFO: 127.0.0.1:38118 - \"GET / HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:38120 - \"GET /index.js HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:38086 - \"GET /assets/setting.json HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:38094 - \"GET /coffee.png HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45478 - \"GET /assets/icons/flect.png HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45492 - \"GET /assets/vrm/zundamon/zundamon.vrm HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45502 - \"GET /assets/tflite-simd.wasm1f6a0e789251efcdaa4d HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45504 - \"GET /assets/palm_detection_lite.binba92fbef448d5b4334bc HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45518 - \"GET /assets/hand_landmark_lite.bin037c09b22c066e04d3ff HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45532 - \"GET /assets/pose_detection.bin5f6876fde03ed33ebc9a HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45534 - \"GET /assets/images/bg_natural_sougen.jpg HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45536 - \"GET /assets/face_detection_short_range.binc083ebee6df759da467d HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45540 - \"GET /assets/pose_landmark_lite.bin80f1d546bddf782578f3 HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45546 - \"GET /assets/model_float16_quant.bin33ee0cfa3b13c82ace2a HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:45552 - \"GET / HTTP/1.1\" 200 OK\n", - "INFO: 127.0.0.1:54030 - \"POST /test HTTP/1.1\" 405 Method Not Allowed\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "INFO: Shutting down\n", - "INFO: Waiting for application shutdown.\n", - "INFO: Application shutdown complete.\n", - "INFO: Finished server process [311]\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "INFO: Started server process [345]\n", - "INFO: Waiting for application startup.\n", - "INFO: Application startup complete.\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "INFO: Shutting down\n", - "INFO: Waiting for application shutdown.\n", - "INFO: Application shutdown complete.\n", - "INFO: Finished server process [345]\n", - "Removing weight norm...\n", - "Removing weight norm...\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "INFO: Started server process [356]\n", - "INFO: Waiting for application startup.\n", - "INFO: Application startup complete.\n", - "Removing weight norm...\n", - "Removing weight norm...\n", - "INFO: 127.0.0.1:56660 - \"POST /test HTTP/1.1\" 405 Method Not Allowed\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "INFO: Shutting down\n", - "INFO: Waiting for application shutdown.\n", - "INFO: Application shutdown complete.\n", - "INFO: Finished server process [356]\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "INFO: Started server process [366]\n", - "INFO: Waiting for application startup.\n", - "INFO: Application startup complete.\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "INFO: Shutting down\n", - "INFO: Waiting for application shutdown.\n", - "INFO: Application shutdown complete.\n", - "INFO: Finished server process [366]\n", - "Removing weight norm...\n", - "Removing weight norm...\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hubert_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_acoustic-model_main\n", - "Using cache found in /root/.cache/torch/hub/bshall_hifigan_main\n", - "INFO: Started server process [402]\n", - "INFO: Waiting for application startup.\n", - "INFO: Application startup complete.\n", - "Removing weight norm...\n", - "Removing weight norm...\n", - "INFO: 127.0.0.1:32880 - \"POST /front/test HTTP/1.1\" 404 Not Found\n", - "INFO: 127.0.0.1:49254 - \"POST /front/test HTTP/1.1\" 404 Not Found\n", - "/usr/local/lib/python3.7/dist-packages/torchaudio/functional/functional.py:540: UserWarning: At least one mel filterbank has all zero values. The value for `n_mels` (128) may be set too high. Or, the value for `n_freqs` (201) may be set too low.\n", - " \"At least one mel filterbank has all zero values. \"\n", - "INFO: prepro:0.15424752235412598, softvc:3.7410171031951904, postpro:0.060701847076416016 \n", - "INFO: prepros:0.00015926361083984375, 0.0014684200286865234, 0.0002689361572265625, 0.004341840744018555, 0.14786338806152344, 0.0001456737518310547, \n", - "INFO: prexxxxxxxxxxxxxxx:1.6689300537109375e-06, prepros:4.76837158203125e-07, prepros:4.76837158203125e-07, \n", - "POST REQUEST PROCESSING....\n", - "INFO: 127.0.0.1:59618 - \"POST /test HTTP/1.1\" 200 OK\n", - "INFO: prepro:0.005713939666748047, softvc:0.1370687484741211, postpro:0.006365537643432617 \n", - "INFO: prepros:0.00034618377685546875, 0.002839803695678711, 0.00032806396484375, 0.0006778240203857422, 0.0013592243194580078, 0.0001628398895263672, \n", - "INFO: prexxxxxxxxxxxxxxx:1.6689300537109375e-06, prepros:4.76837158203125e-07, prepros:2.384185791015625e-07, \n", - "POST REQUEST PROCESSING....\n", - "INFO: 127.0.0.1:59782 - \"POST /test HTTP/1.1\" 200 OK\n", - "INFO: prepro:0.006774425506591797, softvc:0.18008971214294434, postpro:0.008988618850708008 \n", - "INFO: prepros:0.0004303455352783203, 0.003702878952026367, 0.0003914833068847656, 0.00066375732421875, 0.0013895034790039062, 0.0001964569091796875, \n", - "INFO: prexxxxxxxxxxxxxxx:1.6689300537109375e-06, prepros:4.76837158203125e-07, prepros:4.76837158203125e-07, \n", - "POST REQUEST PROCESSING....\n", - "INFO: 127.0.0.1:59790 - \"POST /test HTTP/1.1\" 200 OK\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "INFO: Shutting down\n", - "INFO: Waiting for application shutdown.\n", - "INFO: Application shutdown complete.\n", - "INFO: Finished server process [402]\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n", - "WARNING: StatReload detected changes in 'SoftVcServerFastAPI.py'. Reloading...\n" - ] - } - ], - "source": [ - "# (6-2) サーバの起動確認 (Ctrl+Retで実行)\n", - "!cat foo" - ] - }, - { - "cell_type": "code", - "source": [ - "from google.colab.output import eval_js\n", - "proxy = eval_js( \"google.colab.kernel.proxyPort(\" + str(PORT) + \")\" )\n", - "print(f\"{proxy}front/\")" - ], - "metadata": { - "id": "H8EpnHqDjknR", - "outputId": "f637993b-75a7-44a5-804b-cb75f9765ba5", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 34 - } - }, - "execution_count": 42, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "https://llhntm6iyu-496ff2e9c6d22116-8092-colab.googleusercontent.com/front/\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [], - "metadata": { - "id": "0XQDeuYijm3Y" - }, - "execution_count": null, - "outputs": [] - } - ], - "metadata": { - "accelerator": "GPU", - "colab": { - "collapsed_sections": [], - "provenance": [], - "authorship_tag": "ABX9TyM1jk828jtJk/yxGlemtIFq", - "include_colab_link": true - 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