diff --git a/vosk/test_files/run_optimized_192cores.sh b/vosk/test_files/run_optimized_192cores.sh
index 31a1e4a..ea72252 100755
--- a/vosk/test_files/run_optimized_192cores.sh
+++ b/vosk/test_files/run_optimized_192cores.sh
@@ -14,14 +14,26 @@ echo "⚙️  Configuring system for high-performance processing..."
 echo "* Setting file descriptor limits..."
 ulimit -n 65536
 
-# Set process priority
+# Set process priority (only if we have permission)
 echo "* Setting process priority..."
-renice -n -10 $$
+if [ "$EUID" -eq 0 ]; then
+    renice -n -10 $$
+    echo "✅ Process priority set to -10"
+else
+    echo "⚠️  Cannot set process priority (requires root privileges)"
+    echo "💡 Run with sudo for optimal performance"
+fi
 
-# Configure CPU governor for performance
+# Configure CPU governor for performance (only if we have permission)
 echo "* Configuring CPU governor..."
 if command -v cpupower &> /dev/null; then
-    sudo cpupower frequency-set -g performance
+    if [ "$EUID" -eq 0 ]; then
+        cpupower frequency-set -g performance
+        echo "✅ CPU governor set to performance mode"
+    else
+        echo "⚠️  Cannot set CPU governor (requires root privileges)"
+        echo "💡 Run with sudo for optimal performance"
+    fi
 fi
 
 # Set environment variables for optimal performance
diff --git a/vosk/test_files/run_optimized_192cores_no_root.sh b/vosk/test_files/run_optimized_192cores_no_root.sh
new file mode 100644
index 0000000..3dfe87d
--- /dev/null
+++ b/vosk/test_files/run_optimized_192cores_no_root.sh
@@ -0,0 +1,126 @@
+#!/bin/bash
+
+# Optimized setup script for 192-core processing (no root required)
+# This script configures the system and runs the optimized processing pipeline
+
+set -e
+
+echo "🚀 Setting up optimized processing for 192 cores (no root required)..."
+
+# System optimizations (user-level only)
+echo "⚙️  Configuring system for high-performance processing..."
+
+# Increase file descriptor limits (user-level)
+echo "* Setting file descriptor limits..."
+ulimit -n 65536
+
+# Set process priority (user-level only)
+echo "* Setting process priority..."
+if [ "$EUID" -eq 0 ]; then
+    renice -n -10 $$
+    echo "✅ Process priority set to -10"
+else
+    # Try to set a higher priority within user limits
+    renice -n 0 $$ 2>/dev/null || echo "⚠️  Cannot set process priority"
+fi
+
+# Configure CPU governor for performance (user-level check)
+echo "* Checking CPU governor..."
+if command -v cpupower &> /dev/null; then
+    if [ "$EUID" -eq 0 ]; then
+        cpupower frequency-set -g performance
+        echo "✅ CPU governor set to performance mode"
+    else
+        current_governor=$(cat /sys/devices/system/cpu/cpu0/cpufreq/scaling_governor 2>/dev/null || echo "unknown")
+        echo "ℹ️  Current CPU governor: $current_governor"
+        echo "💡 For optimal performance, run with sudo to set performance governor"
+    fi
+fi
+
+# Set environment variables for optimal performance
+export PYTHONUNBUFFERED=1
+export PYTHONOPTIMIZE=2
+export OMP_NUM_THREADS=192
+export MKL_NUM_THREADS=192
+export OPENBLAS_NUM_THREADS=192
+export VECLIB_MAXIMUM_THREADS=192
+export NUMEXPR_NUM_THREADS=192
+
+# Install optimized dependencies
+echo "📦 Installing optimized dependencies..."
+pip install -r requirements_optimized.txt
+
+# Check if Vosk service is running
+echo "🔍 Checking Vosk service status..."
+if ! curl -s http://localhost:5000/ > /dev/null; then
+    echo "⚠️  Vosk service not running. Starting optimized service..."
+    
+    # Start optimized Vosk service
+    cd ../vosk_service
+    
+    # Make startup script executable
+    chmod +x start_with_deps.sh
+    
+    # Choose between async and production mode
+    if [ "$USE_ASYNC" = "true" ]; then
+        export USE_ASYNC=true
+        ./start_with_deps.sh &
+        VOSK_PID=$!
+        echo "✅ Vosk async service started with PID: $VOSK_PID"
+    else
+        # Use Gunicorn for production multiprocessing
+        export USE_GUNICORN=true
+        ./start_with_deps.sh &
+        VOSK_PID=$!
+        echo "✅ Vosk Gunicorn service started with PID: $VOSK_PID"
+    fi
+    
+    # Wait for service to be ready
+    echo "⏳ Waiting for service to be ready..."
+    for i in {1..30}; do
+        if curl -s http://localhost:5000/ > /dev/null; then
+            echo "✅ Service is ready!"
+            break
+        fi
+        sleep 1
+    done
+else
+    echo "✅ Vosk service is already running"
+fi
+
+# Start performance monitoring in background
+echo "📊 Starting performance monitoring..."
+python monitor_performance.py &
+MONITOR_PID=$!
+echo "✅ Performance monitor started with PID: $MONITOR_PID"
+
+# Function to cleanup on exit
+cleanup() {
+    echo "🧹 Cleaning up..."
+    if [ ! -z "$VOSK_PID" ]; then
+        kill $VOSK_PID 2>/dev/null || true
+    fi
+    if [ ! -z "$MONITOR_PID" ]; then
+        kill $MONITOR_PID 2>/dev/null || true
+    fi
+    echo "✅ Cleanup complete"
+}
+
+# Set trap to cleanup on script exit
+trap cleanup EXIT
+
+# Run the optimized processing
+echo "🎯 Starting optimized processing with 192 cores..."
+echo "📊 Configuration:"
+echo "   - CPU cores: 192"
+echo "   - Batch size: 32"
+echo "   - Max concurrent requests: 48"
+echo "   - Process pool workers: 192"
+echo ""
+
+# Run the optimized script
+python batch_confirm_hf_optimized.py
+
+echo "✅ Processing complete!"
+echo "📈 Check performance_plot.png for detailed performance analysis"
+echo "📊 Check performance_log.json for raw performance data" 
\ No newline at end of file
diff --git a/vosk/test_files/run_simple.sh b/vosk/test_files/run_simple.sh
new file mode 100644
index 0000000..35ad3c9
--- /dev/null
+++ b/vosk/test_files/run_simple.sh
@@ -0,0 +1,83 @@
+#!/bin/bash
+
+# Simple optimized processing script (no root required)
+# Focuses on Python-level optimizations for 192 cores
+
+set -e
+
+echo "🚀 Starting optimized processing for 192 cores..."
+
+# Set environment variables for optimal performance
+export PYTHONUNBUFFERED=1
+export PYTHONOPTIMIZE=2
+export OMP_NUM_THREADS=192
+export MKL_NUM_THREADS=192
+export OPENBLAS_NUM_THREADS=192
+export VECLIB_MAXIMUM_THREADS=192
+export NUMEXPR_NUM_THREADS=192
+
+# Install dependencies if needed
+echo "📦 Installing dependencies..."
+pip install -r requirements_optimized.txt
+
+# Check if Vosk service is running
+echo "🔍 Checking Vosk service status..."
+if ! curl -s http://localhost:5000/ > /dev/null; then
+    echo "⚠️  Vosk service not running. Starting service..."
+    
+    # Start Vosk service
+    cd ../vosk_service
+    chmod +x start_with_deps.sh
+    ./start_with_deps.sh &
+    VOSK_PID=$!
+    echo "✅ Vosk service started with PID: $VOSK_PID"
+    
+    # Wait for service to be ready
+    echo "⏳ Waiting for service to be ready..."
+    for i in {1..30}; do
+        if curl -s http://localhost:5000/ > /dev/null; then
+            echo "✅ Service is ready!"
+            break
+        fi
+        sleep 1
+    done
+else
+    echo "✅ Vosk service is already running"
+fi
+
+# Start performance monitoring
+echo "📊 Starting performance monitoring..."
+python monitor_performance.py &
+MONITOR_PID=$!
+echo "✅ Performance monitor started with PID: $MONITOR_PID"
+
+# Function to cleanup on exit
+cleanup() {
+    echo "🧹 Cleaning up..."
+    if [ ! -z "$VOSK_PID" ]; then
+        kill $VOSK_PID 2>/dev/null || true
+    fi
+    if [ ! -z "$MONITOR_PID" ]; then
+        kill $MONITOR_PID 2>/dev/null || true
+    fi
+    echo "✅ Cleanup complete"
+}
+
+# Set trap to cleanup on script exit
+trap cleanup EXIT
+
+# Run the optimized processing
+echo "🎯 Starting optimized processing with 192 cores..."
+echo "📊 Configuration:"
+echo "   - CPU cores: 192"
+echo "   - Batch size: 32"
+echo "   - Max concurrent requests: 48"
+echo "   - Process pool workers: 192"
+echo ""
+
+# Run the optimized script
+python batch_confirm_hf_optimized.py
+
+echo "✅ Processing complete!"
+echo "📈 Check performance_plot.png for detailed performance analysis"
+echo "📊 Check performance_log.json for raw performance data" 
\ No newline at end of file