diff --git a/README.md b/README.md
index e895743aa2..930c098aa3 100755
--- a/README.md
+++ b/README.md
@@ -34,6 +34,7 @@ TensorFlowASR implements some automatic speech recognition architectures such as
   - [Installing from source (recommended)](#installing-from-source-recommended)
   - [Installing via PyPi](#installing-via-pypi)
   - [Installing for development](#installing-for-development)
+  - [Install for Apple Sillicon](#install-for-apple-sillicon)
   - [Running in a container](#running-in-a-container)
 - [Training \& Testing Tutorial](#training--testing-tutorial)
 - [Features Extraction](#features-extraction)
@@ -110,6 +111,19 @@ pip3 install -e ".[dev]"
 pip3 install -e ".[tf2.x]" # or ".[tf2.x-gpu]" or ".[tf2.x-apple]" for apple m1 machine
 ```
 
+### Install for Apple Sillicon
+
+Due to tensorflow-text is not built for Apple Sillicon, we need to install it with the prebuilt wheel file from [sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon](https://github.com/sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon)
+
+Do this after installing TensorFlowASR with tensorflow above
+
+```bash
+TF_VERSION="$(python3 -c 'import tensorflow; print(tensorflow.__version__)')" && \
+TF_VERSION_MAJOR="$(echo $TF_VERSION | cut -d'.' -f1,2)" && \
+URL="https://github.com/sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon" && \
+pip3 install "${URL}/releases/download/v${TF_VERSION_MAJOR}/tensorflow_text-${TF_VERSION_MAJOR}.0-cp310-cp310-macosx_11_0_arm64.whl"
+```
+
 ### Running in a container
 
 ```bash
diff --git a/requirements.txt b/requirements.txt
index d97ffc0f3b..512cf8de66 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -20,49 +20,33 @@ pydot==1.4.2
 graphviz==0.20.1
 
 # extra=tf2-12
-tensorflow>=2.12.0,<2.13.0
-tensorflow-text>=2.12.0,<2.13.0
+tensorflow~=2.12.0
+tensorflow-text~=2.12.0
 
 # extra=tf2-12-gpu
-tensorflow[and-cuda]>=2.12.0,<2.13.0
-tensorflow-text>=2.12.0,<2.13.0
-
-# extra=tf2-12-apple
-tensorflow-macos>=2.12.0,<2.13.0
-tensorflow-text @ https://github.com/sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon/releases/download/v2.12/tensorflow_text-2.12.0-cp310-cp310-macosx_11_0_arm64.whl
+tensorflow[and-cuda]~=2.12.0
+tensorflow-text~=2.12.0
 
 # extra=tf2-13
-tensorflow>=2.13.0,<2.14.0
-tensorflow-text>=2.13.0rc0,<2.14.0
+tensorflow~=2.13.0
+tensorflow-text~=2.13.0rc0
 
 # extra=tf2-13-gpu
-tensorflow[and-cuda]>=2.13.0,<2.14.0
-tensorflow-text>=2.13.0rc0,<2.14.0
-
-# extra=tf2-13-apple
-tensorflow>=2.13.0,<2.14.0 # https://blog.tensorflow.org/2023/07/whats-new-in-tensorflow-213-and-keras-213.html
-tensorflow-text @ https://github.com/sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon/releases/download/v2.13/tensorflow_text-2.13.0-cp310-cp310-macosx_11_0_arm64.whl
+tensorflow[and-cuda]~=2.13.0
+tensorflow-text~=2.13.0rc0
 
 # extra=tf2-14
-tensorflow>=2.14.0,<2.15.0
-tensorflow-text>=2.14.0,<2.15.0
+tensorflow~=2.14.0
+tensorflow-text~=2.14.0
 
 # extra=tf2-14-gpu
-tensorflow[and-cuda]>=2.14.0,<2.15.0
-tensorflow-text>=2.14.0,<2.15.0
-
-# extra=tf2-14-apple
-tensorflow>=2.14.0,<2.15.0
-tensorflow-text @ https://github.com/sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon/releases/download/v2.14/tensorflow_text-2.14.0-cp310-cp310-macosx_11_0_arm64.whl
+tensorflow[and-cuda]~=2.14.0
+tensorflow-text~=2.14.0
 
 # extra=tf2-15
-tensorflow>=2.15.0,<2.16.0
-tensorflow-text>=2.15.0,<2.16.0
+tensorflow~=2.15.0
+tensorflow-text~=2.15.0
 
 # extra=tf2-15-gpu
-tensorflow[and-cuda]>=2.15.0,<2.16.0
-tensorflow-text>=2.15.0,<2.16.0
-
-# extra=tf2-15-apple
-tensorflow>=2.15.0,<2.16.0
-tensorflow-text @ https://github.com/sun1638650145/Libraries-and-Extensions-for-TensorFlow-for-Apple-Silicon/releases/download/v2.15/tensorflow_text-2.15.0-cp310-cp310-macosx_11_0_arm64.whl
+tensorflow[and-cuda]~=2.15.0
+tensorflow-text~=2.15.0
\ No newline at end of file