diff --git a/install.conda.sh b/install.conda.sh
new file mode 100644
index 00000000..7d80ec28
--- /dev/null
+++ b/install.conda.sh
@@ -0,0 +1,380 @@
+#!/bin/bash
+
+# cd into GPT-SoVITS Base Path
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
+
+cd "$SCRIPT_DIR" || exit 1
+
+RESET="\033[0m"
+BOLD="\033[1m"
+ERROR="\033[1;31m[ERROR]: $RESET"
+WARNING="\033[1;33m[WARNING]: $RESET"
+INFO="\033[1;32m[INFO]: $RESET"
+SUCCESS="\033[1;34m[SUCCESS]: $RESET"
+
+set -eE
+set -o errtrace
+
+trap 'on_error $LINENO "$BASH_COMMAND" $?' ERR
+
+# shellcheck disable=SC2317
+on_error() {
+    local lineno="$1"
+    local cmd="$2"
+    local code="$3"
+
+    echo -e "${ERROR}${BOLD}Command \"${cmd}\" Failed${RESET} at ${BOLD}Line ${lineno}${RESET} with Exit Code ${BOLD}${code}${RESET}"
+    echo -e "${ERROR}${BOLD}Call Stack:${RESET}"
+    for ((i = ${#FUNCNAME[@]} - 1; i >= 1; i--)); do
+        echo -e "  in ${BOLD}${FUNCNAME[i]}()${RESET} at ${BASH_SOURCE[i]}:${BOLD}${BASH_LINENO[i - 1]}${RESET}"
+    done
+    exit "$code"
+}
+
+run_conda_quiet() {
+    local output
+    output=$(conda install --yes --quiet -c conda-forge "$@" 2>&1) || {
+        echo -e "${ERROR} Conda install failed:\n$output"
+        exit 1
+    }
+}
+
+run_pip_quiet() {
+    local output
+    output=$(pip install "$@" 2>&1) || {
+        echo -e "${ERROR} Pip install failed:\n$output"
+        exit 1
+    }
+}
+
+run_wget_quiet() {
+    if wget --tries=25 --wait=5 --read-timeout=40 -q --show-progress "$@" 2>&1; then
+        tput cuu1 && tput el
+    else
+        echo -e "${ERROR} Wget failed"
+        exit 1
+    fi
+}
+
+if ! command -v conda &>/dev/null; then
+    echo -e "${ERROR}Conda Not Found"
+    exit 1
+fi
+
+USE_CUDA=false
+USE_ROCM=false
+USE_CPU=false
+WORKFLOW=${WORKFLOW:-"false"}
+
+USE_HF=false
+USE_HF_MIRROR=false
+USE_MODELSCOPE=false
+DOWNLOAD_UVR5=false
+
+print_help() {
+    echo "Usage: bash install.sh [OPTIONS]"
+    echo ""
+    echo "Options:"
+    echo "  --device   CU126|CU128|ROCM|MPS|CPU    Specify the Device (REQUIRED)"
+    echo "  --source   HF|HF-Mirror|ModelScope     Specify the model source (REQUIRED)"
+    echo "  --download-uvr5                        Enable downloading the UVR5 model"
+    echo "  -h, --help                             Show this help message and exit"
+    echo ""
+    echo "Examples:"
+    echo "  bash install.sh --device CU128 --source HF --download-uvr5"
+    echo "  bash install.sh --device MPS --source ModelScope"
+}
+
+# Show help if no arguments provided
+if [[ $# -eq 0 ]]; then
+    print_help
+    exit 0
+fi
+
+# Parse arguments
+while [[ $# -gt 0 ]]; do
+    case "$1" in
+    --source)
+        case "$2" in
+        HF)
+            USE_HF=true
+            ;;
+        HF-Mirror)
+            USE_HF_MIRROR=true
+            ;;
+        ModelScope)
+            USE_MODELSCOPE=true
+            ;;
+        *)
+            echo -e "${ERROR}Error: Invalid Download Source: $2"
+            echo -e "${ERROR}Choose From: [HF, HF-Mirror, ModelScope]"
+            exit 1
+            ;;
+        esac
+        shift 2
+        ;;
+    --device)
+        case "$2" in
+        CU126)
+            CUDA=126
+            USE_CUDA=true
+            ;;
+        CU128)
+            CUDA=128
+            USE_CUDA=true
+            ;;
+        ROCM)
+            USE_ROCM=true
+            ;;
+        MPS)
+            USE_CPU=true
+            ;;
+        CPU)
+            USE_CPU=true
+            ;;
+        *)
+            echo -e "${ERROR}Error: Invalid Device: $2"
+            echo -e "${ERROR}Choose From: [CU126, CU128, ROCM, MPS, CPU]"
+            exit 1
+            ;;
+        esac
+        shift 2
+        ;;
+    --download-uvr5)
+        DOWNLOAD_UVR5=true
+        shift
+        ;;
+    -h | --help)
+        print_help
+        exit 0
+        ;;
+    *)
+        echo -e "${ERROR}Unknown Argument: $1"
+        echo ""
+        print_help
+        exit 1
+        ;;
+    esac
+done
+
+if ! $USE_CUDA && ! $USE_ROCM && ! $USE_CPU; then
+    echo -e "${ERROR}Error: Device is REQUIRED"
+    echo ""
+    print_help
+    exit 1
+fi
+
+if ! $USE_HF && ! $USE_HF_MIRROR && ! $USE_MODELSCOPE; then
+    echo -e "${ERROR}Error: Download Source is REQUIRED"
+    echo ""
+    print_help
+    exit 1
+fi
+
+case "$(uname -m)" in
+x86_64 | amd64) SYSROOT_PKG="sysroot_linux-64>=2.28" ;;
+aarch64 | arm64) SYSROOT_PKG="sysroot_linux-aarch64>=2.28" ;;
+ppc64le) SYSROOT_PKG="sysroot_linux-ppc64le>=2.28" ;;
+*)
+    echo "Unsupported architecture: $(uname -m)"
+    exit 1
+    ;;
+esac
+
+# Install build tools
+echo -e "${INFO}Detected system: $(uname -s) $(uname -r) $(uname -m)"
+if [ "$(uname)" != "Darwin" ]; then
+    gcc_major_version=$(command -v gcc >/dev/null 2>&1 && gcc -dumpversion | cut -d. -f1 || echo 0)
+    if [ "$gcc_major_version" -lt 11 ]; then
+        echo -e "${INFO}Installing GCC & G++..."
+        run_conda_quiet gcc=11 gxx=11
+        run_conda_quiet "$SYSROOT_PKG"
+        echo -e "${SUCCESS}GCC & G++ Installed..."
+    else
+        echo -e "${INFO}Detected GCC Version: $gcc_major_version"
+        echo -e "${INFO}Skip Installing GCC & G++ From Conda-Forge"
+        echo -e "${INFO}Installing libstdcxx-ng From Conda-Forge"
+        run_conda_quiet "libstdcxx-ng>=$gcc_major_version"
+        echo -e "${SUCCESS}libstdcxx-ng=$gcc_major_version Installed..."
+    fi
+else
+    if ! xcode-select -p &>/dev/null; then
+        echo -e "${INFO}Installing Xcode Command Line Tools..."
+        xcode-select --install
+        echo -e "${INFO}Waiting For Xcode Command Line Tools Installation Complete..."
+        while true; do
+            sleep 20
+
+            if xcode-select -p &>/dev/null; then
+                echo -e "${SUCCESS}Xcode Command Line Tools Installed"
+                break
+            else
+                echo -e "${INFO}Installing，Please Wait..."
+            fi
+        done
+    else
+        XCODE_PATH=$(xcode-select -p)
+        if [[ "$XCODE_PATH" == *"Xcode.app"* ]]; then
+            echo -e "${WARNING} Detected Xcode path: $XCODE_PATH"
+            echo -e "${WARNING} If your Xcode version does not match your macOS version, it may cause unexpected issues during compilation or package builds."
+        fi
+    fi
+fi
+
+echo -e "${INFO}Installing FFmpeg & CMake..."
+run_conda_quiet ffmpeg cmake make
+echo -e "${SUCCESS}FFmpeg & CMake Installed"
+
+echo -e "${INFO}Installing unzip..."
+run_conda_quiet unzip
+echo -e "${SUCCESS}unzip Installed"
+
+if [ "$USE_HF" = "true" ]; then
+    echo -e "${INFO}Download Model From HuggingFace"
+    PRETRINED_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/pretrained_models.zip"
+    G2PW_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/G2PWModel.zip"
+    UVR5_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/uvr5_weights.zip"
+    NLTK_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/nltk_data.zip"
+    PYOPENJTALK_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/open_jtalk_dic_utf_8-1.11.tar.gz"
+elif [ "$USE_HF_MIRROR" = "true" ]; then
+    echo -e "${INFO}Download Model From HuggingFace-Mirror"
+    PRETRINED_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/pretrained_models.zip"
+    G2PW_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/G2PWModel.zip"
+    UVR5_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/uvr5_weights.zip"
+    NLTK_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/nltk_data.zip"
+    PYOPENJTALK_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/open_jtalk_dic_utf_8-1.11.tar.gz"
+elif [ "$USE_MODELSCOPE" = "true" ]; then
+    echo -e "${INFO}Download Model From ModelScope"
+    PRETRINED_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/pretrained_models.zip"
+    G2PW_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/G2PWModel.zip"
+    UVR5_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/uvr5_weights.zip"
+    NLTK_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/nltk_data.zip"
+    PYOPENJTALK_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/open_jtalk_dic_utf_8-1.11.tar.gz"
+fi
+
+if [ ! -d "GPT_SoVITS/pretrained_models/sv" ]; then
+    echo -e "${INFO}Downloading Pretrained Models..."
+    rm -rf pretrained_models.zip
+    run_wget_quiet "$PRETRINED_URL"
+
+    unzip -q -o pretrained_models.zip -d GPT_SoVITS
+    rm -rf pretrained_models.zip
+    echo -e "${SUCCESS}Pretrained Models Downloaded"
+else
+    echo -e "${INFO}Pretrained Model Exists"
+    echo -e "${INFO}Skip Downloading Pretrained Models"
+fi
+
+if [ ! -d "GPT_SoVITS/text/G2PWModel" ]; then
+    echo -e "${INFO}Downloading G2PWModel.."
+    rm -rf G2PWModel.zip
+    run_wget_quiet "$G2PW_URL"
+
+    unzip -q -o G2PWModel.zip -d GPT_SoVITS/text
+    rm -rf G2PWModel.zip
+    echo -e "${SUCCESS}G2PWModel Downloaded"
+else
+    echo -e "${INFO}G2PWModel Exists"
+    echo -e "${INFO}Skip Downloading G2PWModel"
+fi
+
+if [ "$DOWNLOAD_UVR5" = "true" ]; then
+    if find -L "tools/uvr5/uvr5_weights" -mindepth 1 ! -name '.gitignore' | grep -q .; then
+        echo -e"${INFO}UVR5 Models Exists"
+        echo -e "${INFO}Skip Downloading UVR5 Models"
+    else
+        echo -e "${INFO}Downloading UVR5 Models..."
+        rm -rf uvr5_weights.zip
+        run_wget_quiet "$UVR5_URL"
+
+        unzip -q -o uvr5_weights.zip -d tools/uvr5
+        rm -rf uvr5_weights.zip
+        echo -e "${SUCCESS}UVR5 Models Downloaded"
+    fi
+fi
+
+if [ "$USE_CUDA" = true ] && [ "$WORKFLOW" = false ]; then
+    echo -e "${INFO}Checking For Nvidia Driver Installation..."
+    if command -v nvidia-smi &>/dev/null; then
+        echo "${INFO}Nvidia Driver Founded"
+    else
+        echo -e "${WARNING}Nvidia Driver Not Found, Fallback to CPU"
+        USE_CUDA=false
+        USE_CPU=true
+    fi
+fi
+
+if [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
+    echo -e "${INFO}Checking For ROCm Installation..."
+    if [ -d "/opt/rocm" ]; then
+        echo -e "${INFO}ROCm Founded"
+        if grep -qi "microsoft" /proc/version; then
+            echo -e "${INFO}WSL2 Founded"
+            IS_WSL=true
+        else
+            IS_WSL=false
+        fi
+    else
+        echo -e "${WARNING}ROCm Not Found, Fallback to CPU"
+        USE_ROCM=false
+        USE_CPU=true
+    fi
+fi
+
+if [ "$USE_CUDA" = true ] && [ "$WORKFLOW" = false ]; then
+    if [ "$CUDA" = 128 ]; then
+        echo -e "${INFO}Installing PyTorch For CUDA 12.8..."
+        run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/cu128"
+    elif [ "$CUDA" = 126 ]; then
+        echo -e "${INFO}Installing PyTorch For CUDA 12.6..."
+        run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/cu126"
+    fi
+elif [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
+    echo -e "${INFO}Installing PyTorch For ROCm 6.2..."
+    run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/rocm6.2"
+elif [ "$USE_CPU" = true ] && [ "$WORKFLOW" = false ]; then
+    echo -e "${INFO}Installing PyTorch For CPU..."
+    run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/cpu"
+elif [ "$WORKFLOW" = false ]; then
+    echo -e "${ERROR}Unknown Err"
+    exit 1
+fi
+echo -e "${SUCCESS}PyTorch Installed"
+
+echo -e "${INFO}Installing Python Dependencies From requirements.txt..."
+
+hash -r
+
+run_pip_quiet -r extra-req.txt --no-deps
+
+run_pip_quiet -r requirements.txt
+
+echo -e "${SUCCESS}Python Dependencies Installed"
+
+PY_PREFIX=$(python -c "import sys; print(sys.prefix)")
+PYOPENJTALK_PREFIX=$(python -c "import os, pyopenjtalk; print(os.path.dirname(pyopenjtalk.__file__))")
+
+echo -e "${INFO}Downloading NLTK Data..."
+rm -rf nltk_data.zip
+run_wget_quiet "$NLTK_URL" -O nltk_data.zip
+unzip -q -o nltk_data -d "$PY_PREFIX"
+rm -rf nltk_data.zip
+echo -e "${SUCCESS}NLTK Data Downloaded"
+
+echo -e "${INFO}Downloading Open JTalk Dict..."
+rm -rf open_jtalk_dic_utf_8-1.11.tar.gz
+run_wget_quiet "$PYOPENJTALK_URL" -O open_jtalk_dic_utf_8-1.11.tar.gz
+tar -xzf open_jtalk_dic_utf_8-1.11.tar.gz -C "$PYOPENJTALK_PREFIX"
+rm -rf open_jtalk_dic_utf_8-1.11.tar.gz
+echo -e "${SUCCESS}Open JTalk Dic Downloaded"
+
+if [ "$USE_ROCM" = true ] && [ "$IS_WSL" = true ]; then
+    echo -e "${INFO}Updating WSL Compatible Runtime Lib For ROCm..."
+    location=$(pip show torch | grep Location | awk -F ": " '{print $2}')
+    cd "${location}"/torch/lib/ || exit
+    rm libhsa-runtime64.so*
+    cp "$(readlink -f /opt/rocm/lib/libhsa-runtime64.so)" libhsa-runtime64.so
+    echo -e "${SUCCESS}ROCm Runtime Lib Updated..."
+fi
+
+echo -e "${SUCCESS}Installation Completed"
diff --git a/install.sh b/install.sh
index 7d80ec28..cb4e5b55 100644
--- a/install.sh
+++ b/install.sh
@@ -31,18 +31,18 @@ on_error() {
     exit "$code"
 }
 
-run_conda_quiet() {
+run_uv_add() {
     local output
-    output=$(conda install --yes --quiet -c conda-forge "$@" 2>&1) || {
-        echo -e "${ERROR} Conda install failed:\n$output"
+    output=$(uv add "$@" 2>&1) || {
+        echo -e "${ERROR} uv add failed:\n$output"
         exit 1
     }
 }
 
-run_pip_quiet() {
+run_uv_quiet() {
     local output
-    output=$(pip install "$@" 2>&1) || {
-        echo -e "${ERROR} Pip install failed:\n$output"
+    output=$(uv run "$@" 2>&1) || {
+        echo -e "${ERROR} uv run failed:\n$output"
         exit 1
     }
 }
@@ -56,8 +56,9 @@ run_wget_quiet() {
     fi
 }
 
-if ! command -v conda &>/dev/null; then
-    echo -e "${ERROR}Conda Not Found"
+if ! command -v uv &>/dev/null; then
+    echo -e "${ERROR}uv Not Found. Please install uv first:"
+    echo -e "${INFO}curl -LsSf https://astral.sh/uv/install.sh | sh"
     exit 1
 fi
 
@@ -171,31 +172,17 @@ if ! $USE_HF && ! $USE_HF_MIRROR && ! $USE_MODELSCOPE; then
     exit 1
 fi
 
-case "$(uname -m)" in
-x86_64 | amd64) SYSROOT_PKG="sysroot_linux-64>=2.28" ;;
-aarch64 | arm64) SYSROOT_PKG="sysroot_linux-aarch64>=2.28" ;;
-ppc64le) SYSROOT_PKG="sysroot_linux-ppc64le>=2.28" ;;
-*)
-    echo "Unsupported architecture: $(uname -m)"
-    exit 1
-    ;;
-esac
-
-# Install build tools
+# Check build tools
 echo -e "${INFO}Detected system: $(uname -s) $(uname -r) $(uname -m)"
 if [ "$(uname)" != "Darwin" ]; then
     gcc_major_version=$(command -v gcc >/dev/null 2>&1 && gcc -dumpversion | cut -d. -f1 || echo 0)
     if [ "$gcc_major_version" -lt 11 ]; then
-        echo -e "${INFO}Installing GCC & G++..."
-        run_conda_quiet gcc=11 gxx=11
-        run_conda_quiet "$SYSROOT_PKG"
-        echo -e "${SUCCESS}GCC & G++ Installed..."
+        echo -e "${WARNING}GCC version $gcc_major_version is older than 11"
+        echo -e "${WARNING}Please install GCC 11+ using your system package manager"
+        echo -e "${INFO}For Ubuntu/Debian: sudo apt install build-essential gcc-11 g++-11"
+        echo -e "${INFO}For Arch Linux: sudo pacman -S gcc"
     else
-        echo -e "${INFO}Detected GCC Version: $gcc_major_version"
-        echo -e "${INFO}Skip Installing GCC & G++ From Conda-Forge"
-        echo -e "${INFO}Installing libstdcxx-ng From Conda-Forge"
-        run_conda_quiet "libstdcxx-ng>=$gcc_major_version"
-        echo -e "${SUCCESS}libstdcxx-ng=$gcc_major_version Installed..."
+        echo -e "${INFO}Detected GCC Version: $gcc_major_version ✓"
     fi
 else
     if ! xcode-select -p &>/dev/null; then
@@ -214,6 +201,7 @@ else
         done
     else
         XCODE_PATH=$(xcode-select -p)
+        echo -e "${INFO}Xcode Command Line Tools: $XCODE_PATH ✓"
         if [[ "$XCODE_PATH" == *"Xcode.app"* ]]; then
             echo -e "${WARNING} Detected Xcode path: $XCODE_PATH"
             echo -e "${WARNING} If your Xcode version does not match your macOS version, it may cause unexpected issues during compilation or package builds."
@@ -221,13 +209,18 @@ else
     fi
 fi
 
-echo -e "${INFO}Installing FFmpeg & CMake..."
-run_conda_quiet ffmpeg cmake make
-echo -e "${SUCCESS}FFmpeg & CMake Installed"
-
-echo -e "${INFO}Installing unzip..."
-run_conda_quiet unzip
-echo -e "${SUCCESS}unzip Installed"
+# Check for required tools
+echo -e "${INFO}Checking for required tools..."
+for tool in ffmpeg cmake make unzip wget; do
+    if command -v $tool &>/dev/null; then
+        echo -e "${INFO}  $tool: ✓"
+    else
+        echo -e "${WARNING}  $tool: Not found"
+        echo -e "${INFO}Please install $tool using your system package manager"
+        echo -e "${INFO}For Ubuntu/Debian: sudo apt install $tool"
+        echo -e "${INFO}For Arch Linux: sudo pacman -S $tool"
+    fi
+done
 
 if [ "$USE_HF" = "true" ]; then
     echo -e "${INFO}Download Model From HuggingFace"
@@ -321,43 +314,65 @@ if [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
     fi
 fi
 
-if [ "$USE_CUDA" = true ] && [ "$WORKFLOW" = false ]; then
-    if [ "$CUDA" = 128 ]; then
-        echo -e "${INFO}Installing PyTorch For CUDA 12.8..."
-        run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/cu128"
-    elif [ "$CUDA" = 126 ]; then
-        echo -e "${INFO}Installing PyTorch For CUDA 12.6..."
-        run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/cu126"
+# Check if pyproject.toml exists (uv setup)
+if [ -f "pyproject.toml" ]; then
+    echo -e "${INFO}Found pyproject.toml - using uv for dependency management"
+
+    # Check if PyTorch is already installed
+    if uv run python -c "import torch" 2>/dev/null; then
+        TORCH_VERSION=$(uv run python -c "import torch; print(torch.__version__)")
+        echo -e "${INFO}PyTorch $TORCH_VERSION already installed ✓"
+    else
+        echo -e "${INFO}Installing Python Dependencies with uv..."
+        uv sync
+        echo -e "${SUCCESS}Python Dependencies Installed"
     fi
-elif [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
-    echo -e "${INFO}Installing PyTorch For ROCm 6.2..."
-    run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/rocm6.2"
-elif [ "$USE_CPU" = true ] && [ "$WORKFLOW" = false ]; then
-    echo -e "${INFO}Installing PyTorch For CPU..."
-    run_pip_quiet torch torchaudio --index-url "https://download.pytorch.org/whl/cpu"
-elif [ "$WORKFLOW" = false ]; then
-    echo -e "${ERROR}Unknown Err"
-    exit 1
+else
+    # Fallback to pip installation
+    if [ "$USE_CUDA" = true ] && [ "$WORKFLOW" = false ]; then
+        if [ "$CUDA" = 128 ]; then
+            echo -e "${INFO}Installing PyTorch For CUDA 12.8..."
+            pip install torch torchaudio --index-url "https://download.pytorch.org/whl/cu128"
+        elif [ "$CUDA" = 126 ]; then
+            echo -e "${INFO}Installing PyTorch For CUDA 12.6..."
+            pip install torch torchaudio --index-url "https://download.pytorch.org/whl/cu126"
+        fi
+    elif [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
+        echo -e "${INFO}Installing PyTorch For ROCm 6.2..."
+        pip install torch torchaudio --index-url "https://download.pytorch.org/whl/rocm6.2"
+    elif [ "$USE_CPU" = true ] && [ "$WORKFLOW" = false ]; then
+        echo -e "${INFO}Installing PyTorch For CPU..."
+        pip install torch torchaudio --index-url "https://download.pytorch.org/whl/cpu"
+    elif [ "$WORKFLOW" = false ]; then
+        echo -e "${ERROR}Unknown Err"
+        exit 1
+    fi
+    echo -e "${SUCCESS}PyTorch Installed"
+
+    echo -e "${INFO}Installing Python Dependencies From requirements.txt..."
+
+    hash -r
+
+    pip install -r extra-req.txt --no-deps
+
+    pip install -r requirements.txt
+
+    echo -e "${SUCCESS}Python Dependencies Installed"
 fi
-echo -e "${SUCCESS}PyTorch Installed"
 
-echo -e "${INFO}Installing Python Dependencies From requirements.txt..."
-
-hash -r
-
-run_pip_quiet -r extra-req.txt --no-deps
-
-run_pip_quiet -r requirements.txt
-
-echo -e "${SUCCESS}Python Dependencies Installed"
-
-PY_PREFIX=$(python -c "import sys; print(sys.prefix)")
-PYOPENJTALK_PREFIX=$(python -c "import os, pyopenjtalk; print(os.path.dirname(pyopenjtalk.__file__))")
+# Get Python prefix (works with both uv and regular python)
+if [ -f "pyproject.toml" ]; then
+    PY_PREFIX=$(uv run python -c "import sys; print(sys.prefix)")
+    PYOPENJTALK_PREFIX=$(uv run python -c "import os, pyopenjtalk; print(os.path.dirname(pyopenjtalk.__file__))")
+else
+    PY_PREFIX=$(python -c "import sys; print(sys.prefix)")
+    PYOPENJTALK_PREFIX=$(python -c "import os, pyopenjtalk; print(os.path.dirname(pyopenjtalk.__file__))")
+fi
 
 echo -e "${INFO}Downloading NLTK Data..."
 rm -rf nltk_data.zip
 run_wget_quiet "$NLTK_URL" -O nltk_data.zip
-unzip -q -o nltk_data -d "$PY_PREFIX"
+unzip -q -o nltk_data.zip -d "$PY_PREFIX"
 rm -rf nltk_data.zip
 echo -e "${SUCCESS}NLTK Data Downloaded"
 
@@ -370,10 +385,16 @@ echo -e "${SUCCESS}Open JTalk Dic Downloaded"
 
 if [ "$USE_ROCM" = true ] && [ "$IS_WSL" = true ]; then
     echo -e "${INFO}Updating WSL Compatible Runtime Lib For ROCm..."
-    location=$(pip show torch | grep Location | awk -F ": " '{print $2}')
-    cd "${location}"/torch/lib/ || exit
+    if [ -f "pyproject.toml" ]; then
+        location=$(uv run python -c "import torch, os; print(os.path.dirname(torch.__file__))")
+    else
+        location=$(pip show torch | grep Location | awk -F ": " '{print $2}')
+        location="${location}/torch"
+    fi
+    cd "${location}"/lib/ || exit
     rm libhsa-runtime64.so*
     cp "$(readlink -f /opt/rocm/lib/libhsa-runtime64.so)" libhsa-runtime64.so
+    cd "$SCRIPT_DIR" || exit
     echo -e "${SUCCESS}ROCm Runtime Lib Updated..."
 fi
 
diff --git a/install.uv.sh b/install.uv.sh
new file mode 100644
index 00000000..cb4e5b55
--- /dev/null
+++ b/install.uv.sh
@@ -0,0 +1,401 @@
+#!/bin/bash
+
+# cd into GPT-SoVITS Base Path
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" &>/dev/null && pwd)"
+
+cd "$SCRIPT_DIR" || exit 1
+
+RESET="\033[0m"
+BOLD="\033[1m"
+ERROR="\033[1;31m[ERROR]: $RESET"
+WARNING="\033[1;33m[WARNING]: $RESET"
+INFO="\033[1;32m[INFO]: $RESET"
+SUCCESS="\033[1;34m[SUCCESS]: $RESET"
+
+set -eE
+set -o errtrace
+
+trap 'on_error $LINENO "$BASH_COMMAND" $?' ERR
+
+# shellcheck disable=SC2317
+on_error() {
+    local lineno="$1"
+    local cmd="$2"
+    local code="$3"
+
+    echo -e "${ERROR}${BOLD}Command \"${cmd}\" Failed${RESET} at ${BOLD}Line ${lineno}${RESET} with Exit Code ${BOLD}${code}${RESET}"
+    echo -e "${ERROR}${BOLD}Call Stack:${RESET}"
+    for ((i = ${#FUNCNAME[@]} - 1; i >= 1; i--)); do
+        echo -e "  in ${BOLD}${FUNCNAME[i]}()${RESET} at ${BASH_SOURCE[i]}:${BOLD}${BASH_LINENO[i - 1]}${RESET}"
+    done
+    exit "$code"
+}
+
+run_uv_add() {
+    local output
+    output=$(uv add "$@" 2>&1) || {
+        echo -e "${ERROR} uv add failed:\n$output"
+        exit 1
+    }
+}
+
+run_uv_quiet() {
+    local output
+    output=$(uv run "$@" 2>&1) || {
+        echo -e "${ERROR} uv run failed:\n$output"
+        exit 1
+    }
+}
+
+run_wget_quiet() {
+    if wget --tries=25 --wait=5 --read-timeout=40 -q --show-progress "$@" 2>&1; then
+        tput cuu1 && tput el
+    else
+        echo -e "${ERROR} Wget failed"
+        exit 1
+    fi
+}
+
+if ! command -v uv &>/dev/null; then
+    echo -e "${ERROR}uv Not Found. Please install uv first:"
+    echo -e "${INFO}curl -LsSf https://astral.sh/uv/install.sh | sh"
+    exit 1
+fi
+
+USE_CUDA=false
+USE_ROCM=false
+USE_CPU=false
+WORKFLOW=${WORKFLOW:-"false"}
+
+USE_HF=false
+USE_HF_MIRROR=false
+USE_MODELSCOPE=false
+DOWNLOAD_UVR5=false
+
+print_help() {
+    echo "Usage: bash install.sh [OPTIONS]"
+    echo ""
+    echo "Options:"
+    echo "  --device   CU126|CU128|ROCM|MPS|CPU    Specify the Device (REQUIRED)"
+    echo "  --source   HF|HF-Mirror|ModelScope     Specify the model source (REQUIRED)"
+    echo "  --download-uvr5                        Enable downloading the UVR5 model"
+    echo "  -h, --help                             Show this help message and exit"
+    echo ""
+    echo "Examples:"
+    echo "  bash install.sh --device CU128 --source HF --download-uvr5"
+    echo "  bash install.sh --device MPS --source ModelScope"
+}
+
+# Show help if no arguments provided
+if [[ $# -eq 0 ]]; then
+    print_help
+    exit 0
+fi
+
+# Parse arguments
+while [[ $# -gt 0 ]]; do
+    case "$1" in
+    --source)
+        case "$2" in
+        HF)
+            USE_HF=true
+            ;;
+        HF-Mirror)
+            USE_HF_MIRROR=true
+            ;;
+        ModelScope)
+            USE_MODELSCOPE=true
+            ;;
+        *)
+            echo -e "${ERROR}Error: Invalid Download Source: $2"
+            echo -e "${ERROR}Choose From: [HF, HF-Mirror, ModelScope]"
+            exit 1
+            ;;
+        esac
+        shift 2
+        ;;
+    --device)
+        case "$2" in
+        CU126)
+            CUDA=126
+            USE_CUDA=true
+            ;;
+        CU128)
+            CUDA=128
+            USE_CUDA=true
+            ;;
+        ROCM)
+            USE_ROCM=true
+            ;;
+        MPS)
+            USE_CPU=true
+            ;;
+        CPU)
+            USE_CPU=true
+            ;;
+        *)
+            echo -e "${ERROR}Error: Invalid Device: $2"
+            echo -e "${ERROR}Choose From: [CU126, CU128, ROCM, MPS, CPU]"
+            exit 1
+            ;;
+        esac
+        shift 2
+        ;;
+    --download-uvr5)
+        DOWNLOAD_UVR5=true
+        shift
+        ;;
+    -h | --help)
+        print_help
+        exit 0
+        ;;
+    *)
+        echo -e "${ERROR}Unknown Argument: $1"
+        echo ""
+        print_help
+        exit 1
+        ;;
+    esac
+done
+
+if ! $USE_CUDA && ! $USE_ROCM && ! $USE_CPU; then
+    echo -e "${ERROR}Error: Device is REQUIRED"
+    echo ""
+    print_help
+    exit 1
+fi
+
+if ! $USE_HF && ! $USE_HF_MIRROR && ! $USE_MODELSCOPE; then
+    echo -e "${ERROR}Error: Download Source is REQUIRED"
+    echo ""
+    print_help
+    exit 1
+fi
+
+# Check build tools
+echo -e "${INFO}Detected system: $(uname -s) $(uname -r) $(uname -m)"
+if [ "$(uname)" != "Darwin" ]; then
+    gcc_major_version=$(command -v gcc >/dev/null 2>&1 && gcc -dumpversion | cut -d. -f1 || echo 0)
+    if [ "$gcc_major_version" -lt 11 ]; then
+        echo -e "${WARNING}GCC version $gcc_major_version is older than 11"
+        echo -e "${WARNING}Please install GCC 11+ using your system package manager"
+        echo -e "${INFO}For Ubuntu/Debian: sudo apt install build-essential gcc-11 g++-11"
+        echo -e "${INFO}For Arch Linux: sudo pacman -S gcc"
+    else
+        echo -e "${INFO}Detected GCC Version: $gcc_major_version ✓"
+    fi
+else
+    if ! xcode-select -p &>/dev/null; then
+        echo -e "${INFO}Installing Xcode Command Line Tools..."
+        xcode-select --install
+        echo -e "${INFO}Waiting For Xcode Command Line Tools Installation Complete..."
+        while true; do
+            sleep 20
+
+            if xcode-select -p &>/dev/null; then
+                echo -e "${SUCCESS}Xcode Command Line Tools Installed"
+                break
+            else
+                echo -e "${INFO}Installing，Please Wait..."
+            fi
+        done
+    else
+        XCODE_PATH=$(xcode-select -p)
+        echo -e "${INFO}Xcode Command Line Tools: $XCODE_PATH ✓"
+        if [[ "$XCODE_PATH" == *"Xcode.app"* ]]; then
+            echo -e "${WARNING} Detected Xcode path: $XCODE_PATH"
+            echo -e "${WARNING} If your Xcode version does not match your macOS version, it may cause unexpected issues during compilation or package builds."
+        fi
+    fi
+fi
+
+# Check for required tools
+echo -e "${INFO}Checking for required tools..."
+for tool in ffmpeg cmake make unzip wget; do
+    if command -v $tool &>/dev/null; then
+        echo -e "${INFO}  $tool: ✓"
+    else
+        echo -e "${WARNING}  $tool: Not found"
+        echo -e "${INFO}Please install $tool using your system package manager"
+        echo -e "${INFO}For Ubuntu/Debian: sudo apt install $tool"
+        echo -e "${INFO}For Arch Linux: sudo pacman -S $tool"
+    fi
+done
+
+if [ "$USE_HF" = "true" ]; then
+    echo -e "${INFO}Download Model From HuggingFace"
+    PRETRINED_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/pretrained_models.zip"
+    G2PW_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/G2PWModel.zip"
+    UVR5_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/uvr5_weights.zip"
+    NLTK_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/nltk_data.zip"
+    PYOPENJTALK_URL="https://huggingface.co/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/open_jtalk_dic_utf_8-1.11.tar.gz"
+elif [ "$USE_HF_MIRROR" = "true" ]; then
+    echo -e "${INFO}Download Model From HuggingFace-Mirror"
+    PRETRINED_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/pretrained_models.zip"
+    G2PW_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/G2PWModel.zip"
+    UVR5_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/uvr5_weights.zip"
+    NLTK_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/nltk_data.zip"
+    PYOPENJTALK_URL="https://hf-mirror.com/XXXXRT/GPT-SoVITS-Pretrained/resolve/main/open_jtalk_dic_utf_8-1.11.tar.gz"
+elif [ "$USE_MODELSCOPE" = "true" ]; then
+    echo -e "${INFO}Download Model From ModelScope"
+    PRETRINED_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/pretrained_models.zip"
+    G2PW_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/G2PWModel.zip"
+    UVR5_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/uvr5_weights.zip"
+    NLTK_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/nltk_data.zip"
+    PYOPENJTALK_URL="https://www.modelscope.cn/models/XXXXRT/GPT-SoVITS-Pretrained/resolve/master/open_jtalk_dic_utf_8-1.11.tar.gz"
+fi
+
+if [ ! -d "GPT_SoVITS/pretrained_models/sv" ]; then
+    echo -e "${INFO}Downloading Pretrained Models..."
+    rm -rf pretrained_models.zip
+    run_wget_quiet "$PRETRINED_URL"
+
+    unzip -q -o pretrained_models.zip -d GPT_SoVITS
+    rm -rf pretrained_models.zip
+    echo -e "${SUCCESS}Pretrained Models Downloaded"
+else
+    echo -e "${INFO}Pretrained Model Exists"
+    echo -e "${INFO}Skip Downloading Pretrained Models"
+fi
+
+if [ ! -d "GPT_SoVITS/text/G2PWModel" ]; then
+    echo -e "${INFO}Downloading G2PWModel.."
+    rm -rf G2PWModel.zip
+    run_wget_quiet "$G2PW_URL"
+
+    unzip -q -o G2PWModel.zip -d GPT_SoVITS/text
+    rm -rf G2PWModel.zip
+    echo -e "${SUCCESS}G2PWModel Downloaded"
+else
+    echo -e "${INFO}G2PWModel Exists"
+    echo -e "${INFO}Skip Downloading G2PWModel"
+fi
+
+if [ "$DOWNLOAD_UVR5" = "true" ]; then
+    if find -L "tools/uvr5/uvr5_weights" -mindepth 1 ! -name '.gitignore' | grep -q .; then
+        echo -e"${INFO}UVR5 Models Exists"
+        echo -e "${INFO}Skip Downloading UVR5 Models"
+    else
+        echo -e "${INFO}Downloading UVR5 Models..."
+        rm -rf uvr5_weights.zip
+        run_wget_quiet "$UVR5_URL"
+
+        unzip -q -o uvr5_weights.zip -d tools/uvr5
+        rm -rf uvr5_weights.zip
+        echo -e "${SUCCESS}UVR5 Models Downloaded"
+    fi
+fi
+
+if [ "$USE_CUDA" = true ] && [ "$WORKFLOW" = false ]; then
+    echo -e "${INFO}Checking For Nvidia Driver Installation..."
+    if command -v nvidia-smi &>/dev/null; then
+        echo "${INFO}Nvidia Driver Founded"
+    else
+        echo -e "${WARNING}Nvidia Driver Not Found, Fallback to CPU"
+        USE_CUDA=false
+        USE_CPU=true
+    fi
+fi
+
+if [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
+    echo -e "${INFO}Checking For ROCm Installation..."
+    if [ -d "/opt/rocm" ]; then
+        echo -e "${INFO}ROCm Founded"
+        if grep -qi "microsoft" /proc/version; then
+            echo -e "${INFO}WSL2 Founded"
+            IS_WSL=true
+        else
+            IS_WSL=false
+        fi
+    else
+        echo -e "${WARNING}ROCm Not Found, Fallback to CPU"
+        USE_ROCM=false
+        USE_CPU=true
+    fi
+fi
+
+# Check if pyproject.toml exists (uv setup)
+if [ -f "pyproject.toml" ]; then
+    echo -e "${INFO}Found pyproject.toml - using uv for dependency management"
+
+    # Check if PyTorch is already installed
+    if uv run python -c "import torch" 2>/dev/null; then
+        TORCH_VERSION=$(uv run python -c "import torch; print(torch.__version__)")
+        echo -e "${INFO}PyTorch $TORCH_VERSION already installed ✓"
+    else
+        echo -e "${INFO}Installing Python Dependencies with uv..."
+        uv sync
+        echo -e "${SUCCESS}Python Dependencies Installed"
+    fi
+else
+    # Fallback to pip installation
+    if [ "$USE_CUDA" = true ] && [ "$WORKFLOW" = false ]; then
+        if [ "$CUDA" = 128 ]; then
+            echo -e "${INFO}Installing PyTorch For CUDA 12.8..."
+            pip install torch torchaudio --index-url "https://download.pytorch.org/whl/cu128"
+        elif [ "$CUDA" = 126 ]; then
+            echo -e "${INFO}Installing PyTorch For CUDA 12.6..."
+            pip install torch torchaudio --index-url "https://download.pytorch.org/whl/cu126"
+        fi
+    elif [ "$USE_ROCM" = true ] && [ "$WORKFLOW" = false ]; then
+        echo -e "${INFO}Installing PyTorch For ROCm 6.2..."
+        pip install torch torchaudio --index-url "https://download.pytorch.org/whl/rocm6.2"
+    elif [ "$USE_CPU" = true ] && [ "$WORKFLOW" = false ]; then
+        echo -e "${INFO}Installing PyTorch For CPU..."
+        pip install torch torchaudio --index-url "https://download.pytorch.org/whl/cpu"
+    elif [ "$WORKFLOW" = false ]; then
+        echo -e "${ERROR}Unknown Err"
+        exit 1
+    fi
+    echo -e "${SUCCESS}PyTorch Installed"
+
+    echo -e "${INFO}Installing Python Dependencies From requirements.txt..."
+
+    hash -r
+
+    pip install -r extra-req.txt --no-deps
+
+    pip install -r requirements.txt
+
+    echo -e "${SUCCESS}Python Dependencies Installed"
+fi
+
+# Get Python prefix (works with both uv and regular python)
+if [ -f "pyproject.toml" ]; then
+    PY_PREFIX=$(uv run python -c "import sys; print(sys.prefix)")
+    PYOPENJTALK_PREFIX=$(uv run python -c "import os, pyopenjtalk; print(os.path.dirname(pyopenjtalk.__file__))")
+else
+    PY_PREFIX=$(python -c "import sys; print(sys.prefix)")
+    PYOPENJTALK_PREFIX=$(python -c "import os, pyopenjtalk; print(os.path.dirname(pyopenjtalk.__file__))")
+fi
+
+echo -e "${INFO}Downloading NLTK Data..."
+rm -rf nltk_data.zip
+run_wget_quiet "$NLTK_URL" -O nltk_data.zip
+unzip -q -o nltk_data.zip -d "$PY_PREFIX"
+rm -rf nltk_data.zip
+echo -e "${SUCCESS}NLTK Data Downloaded"
+
+echo -e "${INFO}Downloading Open JTalk Dict..."
+rm -rf open_jtalk_dic_utf_8-1.11.tar.gz
+run_wget_quiet "$PYOPENJTALK_URL" -O open_jtalk_dic_utf_8-1.11.tar.gz
+tar -xzf open_jtalk_dic_utf_8-1.11.tar.gz -C "$PYOPENJTALK_PREFIX"
+rm -rf open_jtalk_dic_utf_8-1.11.tar.gz
+echo -e "${SUCCESS}Open JTalk Dic Downloaded"
+
+if [ "$USE_ROCM" = true ] && [ "$IS_WSL" = true ]; then
+    echo -e "${INFO}Updating WSL Compatible Runtime Lib For ROCm..."
+    if [ -f "pyproject.toml" ]; then
+        location=$(uv run python -c "import torch, os; print(os.path.dirname(torch.__file__))")
+    else
+        location=$(pip show torch | grep Location | awk -F ": " '{print $2}')
+        location="${location}/torch"
+    fi
+    cd "${location}"/lib/ || exit
+    rm libhsa-runtime64.so*
+    cp "$(readlink -f /opt/rocm/lib/libhsa-runtime64.so)" libhsa-runtime64.so
+    cd "$SCRIPT_DIR" || exit
+    echo -e "${SUCCESS}ROCm Runtime Lib Updated..."
+fi
+
+echo -e "${SUCCESS}Installation Completed"