diff --git a/.gitignore b/.gitignore
index 06b7abc..a1aa0c5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,6 +6,7 @@ __pycache__/
 
 # Ignore virtual environment folder
 venv/
+envs/
 
 # Ignore other common files
 *.pyc
@@ -14,3 +15,6 @@ venv/
 
 # Ignore VSCode config
 .vscode/
+
+# site-packages.pth
+site-packages.pth
diff --git a/requirements.txt b/requirements/env.txt
similarity index 56%
rename from requirements.txt
rename to requirements/env.txt
index 97e2a49..676f0f7 100644
--- a/requirements.txt
+++ b/requirements/env.txt
@@ -1,63 +1,43 @@
-absl-py==2.1.0
 amqp==5.3.1
 antlr4-python3-runtime==4.9.3
-asgiref==3.8.1
-asttokens==3.0.0
-astunparse==1.6.3
 audioread==3.0.1
 billiard==4.2.1
 celery==5.4.0
 certifi==2024.12.14
 cffi==1.17.1
-charset-normalizer==3.4.0
+charset-normalizer==3.4.1
 click==8.1.8
 click-didyoumean==0.3.1
 click-plugins==1.1.1
 click-repl==0.3.0
-cloudpickle==3.1.0
+cloudpickle==3.1.1
 contourpy==1.3.1
 cycler==0.12.1
 decorator==5.1.1
 demucs==4.0.1
-Django==5.1.4
 dora_search==0.1.12
 einops==0.8.0
-executing==2.1.0
-filelock==3.16.1
-flatbuffers==24.12.23
-fonttools==4.55.3
+filelock==3.17.0
+fonttools==4.55.6
 fsspec==2024.12.0
-gast==0.6.0
-google-pasta==0.2.0
-grpcio==1.68.1
-h5py==3.12.1
 idna==3.10
 iniconfig==2.0.0
-jedi==0.19.2
 Jinja2==3.1.5
 joblib==1.4.2
 julius==0.2.7
-keras==3.7.0
 kiwisolver==1.4.8
 kombu==5.4.2
-lameenc==1.7.0
+lameenc==1.8.1
 lazy_loader==0.4
-libclang==18.1.1
 librosa==0.10.2.post1
-llvmlite==0.43.0
-Markdown==3.7
-markdown-it-py==3.0.0
+llvmlite==0.44.0
 MarkupSafe==3.0.2
 matplotlib==3.10.0
-matplotlib-inline==0.1.7
-mdurl==0.1.2
-ml-dtypes==0.4.1
 mpmath==1.3.0
 msgpack==1.1.0
-namex==0.0.8
 networkx==3.4.2
-numba==0.60.0
-numpy==2.0.2
+numba==0.61.0
+numpy==2.1.3
 nvidia-cublas-cu12==12.4.5.8
 nvidia-cuda-cupti-cu12==12.4.127
 nvidia-cuda-nvrtc-cu12==12.4.127
@@ -72,60 +52,36 @@ nvidia-nvjitlink-cu12==12.4.127
 nvidia-nvtx-cu12==12.4.127
 omegaconf==2.3.0
 openunmix==1.3.0
-opt_einsum==3.4.0
-optree==0.13.1
 packaging==24.2
-parso==0.8.4
-pexpect==4.9.0
-pillow==11.0.0
+pillow==11.1.0
 platformdirs==4.3.6
 pluggy==1.5.0
 pooch==1.8.2
-prompt_toolkit==3.0.48
-protobuf==5.29.2
-ptyprocess==0.7.0
-pure_eval==0.2.3
+prompt_toolkit==3.0.50
 pycparser==2.22
-Pygments==2.18.0
-pyparsing==3.2.0
-PyQt6==6.8.0
-PyQt6-Qt6==6.8.1
-PyQt6_sip==13.9.1
+pyparsing==3.2.1
 pytest==8.3.4
 python-dateutil==2.9.0.post0
 PyYAML==6.0.2
 redis==5.2.1
 requests==2.32.3
 retrying==1.3.4
-rich==13.9.4
-scikit-learn==1.6.0
-scipy==1.14.1
-setuptools==75.6.0
+scikit-learn==1.6.1
+scipy==1.15.1
+setuptools==75.8.0
 six==1.17.0
-soundfile==0.12.1
+soundfile==0.13.1
 soxr==0.5.0.post1
-sqlparse==0.5.3
-stack-data==0.6.3
 submitit==1.5.2
 sympy==1.13.1
-tensorboard==2.18.0
-tensorboard-data-server==0.7.2
-tensorflow==2.18.0
-tensorflow-hub==0.16.1
-termcolor==2.5.0
-tf_keras==2.18.0
 threadpoolctl==3.5.0
 torch==2.5.1
 torchaudio==2.5.1
 tqdm==4.67.1
-traitlets==5.14.3
 treetable==0.2.5
 triton==3.1.0
 typing_extensions==4.12.2
-tzdata==2024.2
+tzdata==2025.1
 urllib3==2.3.0
 vine==5.1.0
 wcwidth==0.2.13
-Werkzeug==3.1.3
-wheel==0.45.1
-wrapt==1.17.0
diff --git a/requirements/env_tensorflow.txt b/requirements/env_tensorflow.txt
new file mode 100644
index 0000000..6c319b0
--- /dev/null
+++ b/requirements/env_tensorflow.txt
@@ -0,0 +1,51 @@
+absl-py==2.1.0
+astunparse==1.6.3
+certifi==2024.12.14
+charset-normalizer==3.4.1
+flatbuffers==25.1.24
+gast==0.6.0
+google-pasta==0.2.0
+grpcio==1.70.0
+h5py==3.12.1
+idna==3.10
+keras==3.8.0
+libclang==18.1.1
+Markdown==3.7
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+mdurl==0.1.2
+ml-dtypes==0.4.1
+namex==0.0.8
+numpy==2.0.2
+nvidia-cublas-cu12==12.5.3.2
+nvidia-cuda-cupti-cu12==12.5.82
+nvidia-cuda-nvcc-cu12==12.5.82
+nvidia-cuda-nvrtc-cu12==12.5.82
+nvidia-cuda-runtime-cu12==12.5.82
+nvidia-cudnn-cu12==9.3.0.75
+nvidia-cufft-cu12==11.2.3.61
+nvidia-curand-cu12==10.3.6.82
+nvidia-cusolver-cu12==11.6.3.83
+nvidia-cusparse-cu12==12.5.1.3
+nvidia-nccl-cu12==2.21.5
+nvidia-nvjitlink-cu12==12.5.82
+opt_einsum==3.4.0
+optree==0.14.0
+packaging==24.2
+protobuf==5.29.3
+Pygments==2.19.1
+requests==2.32.3
+rich==13.9.4
+setuptools==75.8.0
+six==1.17.0
+tensorboard==2.18.0
+tensorboard-data-server==0.7.2
+tensorflow==2.18.0
+tensorflow-hub==0.16.1
+termcolor==2.5.0
+tf_keras==2.18.0
+typing_extensions==4.12.2
+urllib3==2.3.0
+Werkzeug==3.1.3
+wheel==0.45.1
+wrapt==1.17.2
diff --git a/scripts/freeze_deps.sh b/scripts/freeze_deps.sh
new file mode 100755
index 0000000..2b7a688
--- /dev/null
+++ b/scripts/freeze_deps.sh
@@ -0,0 +1,46 @@
+#!/bin/bash
+
+# Check if the script is running in the root directory of the project
+PROJECT_ROOT="freq-split-enhance"
+CURRENT_DIR=$(basename "$PWD")
+
+if [ "$CURRENT_DIR" != "$PROJECT_ROOT" ]; then
+    echo "This script must be run in the root directory of the project: '$PROJECT_ROOT'."
+    exit 1
+fi
+
+# Check if the envs/ directory exists
+if [ ! -d "envs" ]; then
+    echo "Directory 'envs/' does not exist. Please make sure it exists and contains the required environments. Please run the scripts/setup_env.sh script."
+    exit 1
+fi
+
+# Check if the requirements/ directory exists, create it if not
+if [ ! -d "requirements" ]; then
+    echo "Directory 'requirements/' does not exist. Creating it..."
+    mkdir requirements
+fi
+
+# Function to freeze the dependencies of an environment
+freeze_env_deps() {
+    local env_dir=$1
+    local requirements_file=$2
+
+    echo "Freezing dependencies for environment '$env_dir'..."
+    source "$env_dir/bin/activate"  # Activate the environment
+    pip freeze > "$requirements_file"  # Freeze the dependencies
+    deactivate  # Deactivate the environment
+    echo "Dependencies for '$env_dir' saved to '$requirements_file'."
+}
+
+# Loop through all the environments inside envs/
+for env_dir in envs/*; do
+    if [ -d "$env_dir" ]; then
+        env_name=$(basename "$env_dir")
+        requirements_file="requirements/$env_name.txt"
+        freeze_env_deps "$env_dir" "$requirements_file"
+    fi
+done
+
+echo "Dependencies for all environments have been successfully frozen."
+
diff --git a/scripts/install_module.sh b/scripts/install_module.sh
new file mode 100755
index 0000000..e9ef60c
--- /dev/null
+++ b/scripts/install_module.sh
@@ -0,0 +1,69 @@
+#!/bin/bash
+
+# Check if the script is running in the root directory of the project
+PROJECT_ROOT="freq-split-enhance"
+CURRENT_DIR=$(basename "$PWD")
+
+if [ "$CURRENT_DIR" != "$PROJECT_ROOT" ]; then
+    echo "This script must be run in the root directory of the project: '$PROJECT_ROOT'."
+    exit 1
+fi
+
+# Check if the envs/ directory exists
+if [ ! -d "envs" ]; then
+    echo "Directory 'envs/' does not exist. Please make sure it exists and contains the required environments. Please run the scripts/setup_env.sh script."
+    exit 1
+fi
+
+# List all environments in the envs/ directory
+echo "Available environments:"
+env_count=0
+envs_list=()
+
+for env_dir in envs/*; do
+    if [ -d "$env_dir" ]; then
+        env_name=$(basename "$env_dir")
+        envs_list+=("$env_name")
+        echo "$((env_count + 1)). $env_name"
+        ((env_count++))
+    fi
+done
+
+# Check if any environments exist
+if [ "$env_count" -eq 0 ]; then
+    echo "No environments found in 'envs/'. Please create them first."
+    exit 1
+fi
+
+# Ask the user to select an environment
+read -p "Select an environment (1-$env_count): " env_choice
+
+# Validate the user's choice
+if [[ ! "$env_choice" =~ ^[0-9]+$ ]] || [ "$env_choice" -lt 1 ] || [ "$env_choice" -gt "$env_count" ]; then
+    echo "Invalid choice. Please select a number between 1 and $env_count."
+    exit 1
+fi
+
+# Get the selected environment name
+selected_env="${envs_list[$((env_choice - 1))]}"
+
+# Ask the user for the module they want to install
+read -p "Enter the module you want to install in the '$selected_env' environment: " module_name
+
+# Function to install a module in the selected environment
+install_module() {
+    local env_dir=$1
+    local module=$2
+
+    echo "Activating environment '$env_dir' and installing module '$module'..."
+    source "$env_dir/bin/activate"  # Activate the environment
+    pip install "$module"  # Install the module
+    deactivate  # Deactivate the environment
+    echo "Module '$module' installed successfully in '$env_dir'."
+}
+
+# Install the module in the selected environment
+install_module "envs/$selected_env" "$module_name"
+
+echo "Module installation complete."
+
diff --git a/scripts/setup_env.sh b/scripts/setup_env.sh
new file mode 100755
index 0000000..628b7ee
--- /dev/null
+++ b/scripts/setup_env.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+
+# Check if the script is running in the root directory of the project
+PROJECT_ROOT="freq-split-enhance"
+CURRENT_DIR=$(basename "$PWD")
+
+if [ "$CURRENT_DIR" != "$PROJECT_ROOT" ]; then
+    echo "This script must be run in the root directory of the project: '$PROJECT_ROOT'."
+    exit 1
+fi
+
+echo "Setting up virtual environments"
+
+mkdir envs
+
+#Create common env
+echo "Creating common virtual environment env"
+python -m venv envs/env
+
+#Create env for tensorflow
+echo "Creating virtual environment env_tensorflow"
+python -m venv envs/env_tensorflow
+
+source envs/env/bin/activate
+echo "Installing dependencies in virtual environment env"
+pip install -r requirements/env.txt
+deactivate
+
+source envs/env_tensorflow/bin/activate
+pip install -r requirements/env_tensorflow.txt
+deactivate
+
+echo "Creating site-packages.pth"
+touch site-packages.pth
+echo "env/env/lib/python3.12/site-packages" >> site-packages.pth
+echo "env/env_tensorflow/lib/python3.12/site-packages" >> site-packages.pth