Update README.md (#2633)

Summary:
Update compatibility matrix

Pull Request resolved: #2633

Reviewed By: nateanl

Differential Revision: D38827670

Pulled By: mthrok

fbshipit-source-id: 5c66bf60a06e37919ee725a5f4adf571e6c89100

Author: mthrok

README.md

@@ -34,13 +34,14 @@ The following are the corresponding ``torchaudio`` versions and supported Python
 | | ``torch``                | ``torchaudio``           | ``python``                      |
 | ----------- | ------------------------ | ------------------------ | ------------------------------- |
 | Development | ``master`` / ``nightly`` | ``main`` / ``nightly``   | ``>=3.7``, ``<=3.10``            |
-| Latest versioned release | ``1.12.0``               | ``0.12.0``               | ``>=3.7``, ``<=3.10``            |
+| Latest versioned release | ``1.12.1``               | ``0.12.1``               | ``>=3.7``, ``<=3.10``            |
 | LTS | ``1.8.2``               | ``0.8.2``               | ``>=3.6``, ``<=3.9``            |
 
 <details><summary>Previous versions</summary>
 
 | ``torch``                | ``torchaudio``           | ``python``                      |
 | ------------------------ | ------------------------ | ------------------------------- |
+| ``1.12.0``               | ``0.12.0``               | ``>=3.7``, ``<=3.10``           |
 | ``1.11.0``               | ``0.11.0``               | ``>=3.7``, ``<=3.9``            |
 | ``1.10.0``               | ``0.10.0``               | ``>=3.6``, ``<=3.9``            |
 | ``1.9.1``                | ``0.9.1``                | ``>=3.6``, ``<=3.9``            |