Update model file extension (#1422)

* Update model file ext to ```.pth```

* Update docs

* Rename more

* Find model files

notebooks/ExtractTTSpectrogram.ipynb

@@ -66,7 +66,7 @@
     "DATASET = \"ljspeech\"\n",
     "METADATA_FILE = \"metadata.csv\"\n",
     "CONFIG_PATH = \"/home/ubuntu/.local/share/tts/tts_models--en--ljspeech--tacotron2-DDC_ph/config.json\"\n",
-    "MODEL_FILE = \"/home/ubuntu/.local/share/tts/tts_models--en--ljspeech--tacotron2-DDC_ph/model_file.pth.tar\"\n",
+    "MODEL_FILE = \"/home/ubuntu/.local/share/tts/tts_models--en--ljspeech--tacotron2-DDC_ph/model_file.pth\"\n",
     "BATCH_SIZE = 32\n",
     "\n",
     "QUANTIZED_WAV = False\n",

notebooks/PlotUmapLibriTTS.ipynb

@@ -66,7 +66,7 @@
    "outputs": [],
    "source": [
     "MODEL_RUN_PATH = \"/media/erogol/data_ssd/Models/libri_tts/speaker_encoder/libritts_360-half-October-31-2019_04+54PM-19d2f5f/\"\n",
-    "MODEL_PATH = MODEL_RUN_PATH + \"best_model.pth.tar\"\n",
+    "MODEL_PATH = MODEL_RUN_PATH + \"best_model.pth\"\n",
     "CONFIG_PATH = MODEL_RUN_PATH + \"config.json\"\n",
     "\n",
     "# My single speaker locations\n",

notebooks/TestAttention.ipynb

@@ -73,7 +73,7 @@
     "\n",
     "# Set constants\n",
     "ROOT_PATH = '/home/erogol/Models/LJSpeech/ljspeech-May-20-2020_12+29PM-1835628/'\n",
-    "MODEL_PATH = ROOT_PATH + '/best_model.pth.tar'\n",
+    "MODEL_PATH = ROOT_PATH + '/best_model.pth'\n",
     "CONFIG_PATH = ROOT_PATH + '/config.json'\n",
     "OUT_FOLDER = './hard_sentences/'\n",
     "CONFIG = load_config(CONFIG_PATH)\n",

notebooks/dataset_analysis/AnalyzeDataset.ipynb

@@ -416,7 +416,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.1"
+   "version": "3.9.5"
   }
  },
  "nbformat": 4,