add readme

README.md

@@ -1 +1,28 @@
-# tts_project_1
+# FastSpeech2
+
+## Installation guide
+
+Installation guide is pretty simple.
+
+Minimal requirements sufficient to run the code are just pytorch and the following libraries, make sure to run the following code
+```shell
+pip install wandb
+pip install textgrid
+pip install librosa
+pip install pyworld
+pip install inflect
+```
+
+Weights can be downloaded here https://www.kaggle.com/datasets/yanmaximov/myanchik
+
+To run the inference please run the following code 
+
+```shell
+python test.py -r WEIGHTS -c CONFIG
+```
+
+## Details
+
+This is just a fine implementation of FastSpeech2 model, without unnecessary details and things. 
+
+During project author tried to study optimization, however it did not workout. Though, the generations are pretty good.