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Using Javascript, It is possible to modify the default audio element used to play audio. This code replaces the standard webkit media player with a stylized version. (Currently for chromium browsers only)

// gemini code 

// In your Common.js
$(document).ready(function() {
    $('audio').each(function() {
        const $this = $(this);
        const src = $this.attr('src');
        
        // Log what we found to the console so we can see why it's undefined
        console.log("Processing element:", this);
        console.log("Source found:", src);

        if (src) {
            const myPlayer = document.createElement('audio-player');
            myPlayer.setAttribute('track', src);
            $this.replaceWith(myPlayer);
        } else {
            console.warn("Skipping element because src is undefined:", this);
        }
    });
});

// audioplayer.js (pulled and modified from website)
if (!customElements.get('audio-player')) {
  class AudioPlayer extends HTMLElement {
    connectedCallback() {
      const src = this.getAttribute("track") || "";
      const ext = src.split(".").pop().toLowerCase();
      const mime = ext === "wav" ? "audio/wav" : "audio/mpeg";

      this.innerHTML = `
    	<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
    	
        <style>
          .player-controls {
            display: flex;
            align-items: center;
            gap: 12px;
            
            width: 100%;
            max-width: 400px;
			padding: 10px 15px;
            border-radius: 50px;
            
            background: var(--background-color-base-subtle);
            color: var(--color-base);
            font-family: sans-serif;
            box-sizing: border-box; 
			overflow: hidden;
          }
          
          .playBtn {
            flex-shrink: 0;
          
            width: 30px;
            height: 30px;
            border: none;
            border-radius: 50%;
            
            background: var(--background-color-interactive);
            color: var(--color-base);
            cursor: pointer;
            
          }
          .seek {
        	flex: 1;
        	-webkit-appearance: none;
            appearance: none;
            
            height: 6px;
            border-radius: 5px;
            
            background: var(--color-base);
            cursor: pointer;
          }
          
          .seek::-webkit-slider-thumb {
        	-webkit-appearance: none;
        	appearance: none;
        	
        	width: 15px;
        	height: 15px;
        	border-radius: 50px;
        	
        	background: var(--link-color);
        	cursor: pointer;
    	  }
    	  
    	  .seek::-moz-range-thumb {
    		-webkit-appearance: none;
        	appearance: none;
        	
        	width: 15px;
        	height: 15px;
        	border-radius: 50px;
        	
        	background: var(--link-color);
        	cursor: pointer;
          }
          .time { 
        	font-size: 12px; 
        	opacity: 0.8; 
        	white-space: nowrap; 
          }
        </style>
        
        <div class="player-controls">
          <audio class="audio"><source src="${src}" type="${mime}"></audio>
          <button class="playBtn"><i class="fa-solid fa-play"></i></button>
          <input class="seek" type="range" value="0" min="0" max="100">
          <span class="time">0:00 / 0:00</span>
        </div>
      `;

      const audio = this.querySelector(".audio");
      const playBtn = this.querySelector(".playBtn");
      const seek = this.querySelector(".seek");
      const time = this.querySelector(".time");

      playBtn.addEventListener("click", () => {
        if (audio.paused) { audio.play(); playBtn.innerHTML = '<i class="fa-solid fa-pause"></i>'; }
        else { audio.pause(); playBtn.innerHTML = '<i class="fa-solid fa-play"></i>'; }
      });

      audio.addEventListener("timeupdate", () => {
        seek.value = (audio.currentTime / audio.duration) * 100 || 0;
        time.textContent = formatTime(audio.currentTime) + " / " + formatTime(audio.duration);
      });

      seek.addEventListener("input", () => {
        audio.currentTime = (seek.value / 100) * audio.duration;
      });

      function formatTime(sec) {
        if (isNaN(sec)) return "0:00";
        const m = Math.floor(sec / 60);
        const s = Math.floor(sec % 60).toString().padStart(2, "0");
        return `${m}:${s}`;
      }
    }
  }
  customElements.define("audio-player", AudioPlayer);
}

In this example, the Old Deadlock Title Screen: