how good is this code? looking for feed back and how to make it better if able too

import numpy as np

from pydub import AudioSegment

import pygame

import time

# Load and initialize pygame for audio playback

pygame.mixer.init$()$

def load$\_$song$($song$\_$path$)$:

$"""$Loads the song using Pydub and returns it as an array of audio samples."""

song $=$ AudioSegment.from$\_$file$($song$\_$path$)$

samples $=$ np$.$array$($song$.$get$\_$array$\_$of$\_$samples$())$

return samples, song.frame$\_$rate

def play$\_$song$($song$\_$path$)$:

$"""$Plays the song using Pygame."""

pygame.mixer.music.load$($song$\_$path$)$

pygame.mixer.music.play$()$

def detect$\_$beats$($samples$,$ frame$\_$rate, sensitivity$=1\mathrm{.}5)$:

$"""$

Detects beats by analyzing audio peaks. Higher sensitivity values detect more peaks.

Returns a list of timestamps $($in seconds$)$ for each detected beat.

$"""$

samples $=$ samples $/$ np$.$max$($np$.$abs$($samples$))$ # Normalize audio to range $[-1,1]$

window$\_$size $=$ int$($frame$\_$rate $*0\mathrm{.}1)$ # Analyze in $100$ ms windows

beat$\_$times $=[]$

for i in range$(0,$ len$($samples$)-$ window$\_$size, window$\_$size$)$:

window $=$ samples$[$i:i$+$window$\_$size$]$

volume $=$ np$.$max$($window$)-$ np$.$min$($window$)$

if volume $>$ sensitivity:

beat$\_$times.append$($i $/$ frame$\_$rate$)$

return beat$\_$times

def punch$\_$to$\_$rhythm$($beat$\_$times$)$:

$"""$

Simulates a "punch to rhythm$"$ action by printing a prompt on each beat.

$"""$

print$("$Get ready to punch to the beat!"$)$

start$\_$time $=$ time.time$()$

for beat in beat$\_$times:

while time.time$()-$ start$\_$time $<$ beat:

pass # Wait until the next beat time

print$("$Punch$!")$ # Trigger for the punch action

# Main function

def run$\_$punch$\_$simulator$($song$\_$path$)$:

samples, frame$\_$rate $=$ load$\_$song$($song$\_$path$)$

beat$\_$times $=$ detect$\_$beats$($samples$,$ frame$\_$rate, sensitivity$=1\mathrm{.}5)$

play$\_$song$($song$\_$path$)$

punch$\_$to$\_$rhythm$($beat$\_$times$)$

# Replace with the path to your song file

song$\_$path $=$ "your$\_$song.mp$3"$

run$\_$punch$\_$simulator$($song$\_$path$)$