{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from rvc_infer import get_vc, vc_single"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "model_path = \"Retrieval-based-Voice-Conversion-WebUI/weights/mi-test.pth\"\n",
    "device=\"cuda:0\"\n",
    "is_half=True"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "get_vc(model_path, device, is_half)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "index_rate = 0.75\n",
    "f0up_key = -6\n",
    "filter_radius = 3\n",
    "rms_mix_rate = 0.25\n",
    "protect = 0.33\n",
    "resample_sr = 48000\n",
    "f0method = \"harvest\" #harvest or pm\n",
    "input_path = \"output/audio.wav\"\n",
    "index_path = \"Retrieval-based-Voice-Conversion-WebUI/logs/mi-test/added_IVF256_Flat_nprobe_1_mi-test_v2.index\"\n",
    "\n",
    "wav_opt = vc_single(0,input_path,f0up_key,None,f0method,index_path,index_rate, filter_radius=filter_radius, resample_sr=resample_sr, rms_mix_rate=rms_mix_rate, protect=protect)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import Audio\n",
    "# play audio\n",
    "Audio(wav_opt, rate=48000)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "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": "3.10.8"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}