Modalities

This page summarizes what is currently shipped in hama (v1.6.0) and what remains on the roadmap.

Available

• Text → IPA (G2P): Available in Python, Node/Bun, and the browser. Returns IPA plus per-phoneme alignment metadata.

• Audio → Phoneme (ASR): Available in Python, Node/Bun, and the browser. Accepts waveform input and returns collapsed phoneme output from the asr_waveform.hama model. As of v1.6.0 you can also request per-phoneme time spans (phoneme_spans / phonemeSpans) that report each phoneme’s approximate start/end in milliseconds and frames. Spans are coarse because CTC alignment is peaky.

• IPA → Text (P2G): Available in Python, Node/Bun, and the browser. Phoneme-to-grapheme conversion, the inverse of G2P. As of v1.6.0 the result also includes alignments mapping each output token back to the input phoneme it most attends to.

• Audio → Text: Available in Python, Node/Bun, and the browser. Speech recognition that decodes waveform input through phoneme ASR and P2G to graphemes.

Coming soon

• Text → Embeddings

Runtime coverage