Yes, someone already made a web demo for it:
https://github.com/clowerweb/kitten-tts-web-demo (7 months ago). WebGPU support was marked experimental there, but transformer.js v4 (released last month) seems more stable now with some runtime/perf improvements:
https://huggingface.co/blog/transformersjs-v4#performance--r...