Fix Higgs Audio codec decode seams - #436
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Summary
Fixes #429.
Higgs Audio TTS used a small left-only context when chunking codec decode for generated code sequences longer than the full-decode limit. The codec decoder has a wider convolutional receptive field, so hard-concatenating chunks with only 8 frames of left context could leave audible clicks at chunk boundaries.
This changes the chunked decode path to borrow 32 frames of context on both sides of each emitted window, then trim back to the center emitted frames.
Validation
Built
audiocpp_cliin debug mode with CUDA and ran the two issue repro cases using the same seed/reference/text pattern from the report.Runtime cost from the larger context window:
The cost only applies to the chunked codec decode path for longer generated outputs; short outputs that fit the full-decode path are unchanged.