Forced Alignment

Forced alignment is critical when speech systems need not only text output but also precise timing. It is heavily used in subtitling, phonetic analysis, training data preparation, and speech synthesis pipelines. The task determines which part of the waveform corresponds to which word or phoneme. High-quality alignment is a quiet but indispensable infrastructure layer for many speech workflows.