Impressive work on making this run entirely in-browser with ONNX Runtime Web! The forced alignment approach is clever for isolating tone issues from semantic guessing. The feedback about tone sandhi handling is valuable - maybe a future version could incorporate contextual tone transformations as a post-processing step to make it more useful for conversational speed practice.