[dependabot]

Bumps github.com/fluidinference/fluidaudio from 0.15.8 to 0.18.2.

Release notes

Sourced from github.com/fluidinference/fluidaudio's releases.

v0.18.2 — CAM++ v2, Pocket TTS 2026-10, long-form ASR repairs

Models

• Pocket TTS english_2026-10 is now the English pack (#1089). It uses Kyutai's default temperature of 0.3; .english2026Apr keeps the previous pack.
• CAM++ _v2 speaker embeddings (#1094, #1099) now match 3D-Speaker's reference at every length: AMI EER 4.67% → 2.85%, equal to PyTorch.

Default changes

• The offline diarizer keeps overlapping speech (exclusiveSegments: false) (#1081). AMI overlap-scored DER goes from 24.2% to 20.3%.
• Japanese long-form (tdtJa) defaults to no mel context (#1098): 31-min CER 10.37% → 8.49%.
• Sortformer processComplete and finalizeSession predict every frame, including audio under 30 s and the tail (#1091).
• Vocabulary boosting no longer gives the context-bias boost against a word TDT heard confidently (#1100).

Long-form and streaming ASR

• Dropped opening speech is recovered (#1056).
• Seam-gap repair probes short gaps with a short window, and its probe budget scales with file length (#1061, #1059).
• A streaming window that opens mid-word joins onto the previous text (#1097).

Vocabulary boosting: punctuation around replacements is kept (#1088), CTC probability extraction is about 3× faster (#1039), and the rescue floors are documented as an opt-in (#1101).

SenseVoice: emotion, event and language confidence (#1082), and the fp32 encoder now runs (#1096).

Reliability

• An interrupted model download resumes instead of deleting the repo folder (#1090).
• AudioConverter handles files over 4 GiB and converts as it reads (#1021).
• LFM3-Audio's Core AI types are kept out of class metadata, so XCTest no longer crashes on macOS 26 (#1083).
• Kokoro Mandarin keeps word order around a custom-lexicon hit (#1055).
• The Pocket TTS session-lifetime guard has tests (#1058).

Docs: v3 language hints are script-level (#1092), and when to choose mel context for v3 long-form audio (#1095).

What's Changed

• fix(diarizer): Keep overlapping speech in offline output by default by @​Alex-Wengg in FluidInference/FluidAudio#1081
• feat(tts/pocket): Make Kyutai's english_2026-10 the English pack by @​Alex-Wengg in FluidInference/FluidAudio#1089
• feat(sensevoice): emotion, event and language confidence from the query logits by @​benchen216 in FluidInference/FluidAudio#1082
• fix(lfm3-audio): keep Core AI types out of class metadata on older systems by @​benchen216 in FluidInference/FluidAudio#1083
• test(tts/pocket): guard the one-shot session-lifetime hang and document session ownership (#1057) by @​donpark in FluidInference/FluidAudio#1058
• Add Character Agent for iOS to README by @​memgrafter in FluidInference/FluidAudio#1062
• fix(asr): keep punctuation around vocabulary replacements by @​kiranjd in FluidInference/FluidAudio#1088
• fix(tts/kokoro-ane/zh): keep word order around a custom-lexicon hit by @​pumclong in FluidInference/FluidAudio#1055
• perf(asr): Remove boxed scalar reads from CTC probability extraction by @​achembarpu in FluidInference/FluidAudio#1039
• fix(audio): resample long files without the 4 GiB buffer cap, converting files as they are read by @​maboa in FluidInference/FluidAudio#1021
• fix(asr): recover dropped opening speech in long-form v3 decoding by @​quartzjer in FluidInference/FluidAudio#1056
• fix(asr): seam-gap repair probes a short window around every inter-word gap by @​maboa in FluidInference/FluidAudio#1061
• fix(download): resume an interrupted model download instead of purging the repo folder by @​Alex-Wengg in FluidInference/FluidAudio#1090
• fix(diarizer/sortformer): predict every frame of complete audio by @​Alex-Wengg in FluidInference/FluidAudio#1091
• docs(asr): document that a v3 language hint is script-scoped by @​Alex-Wengg in FluidInference/FluidAudio#1092
• fix(speaker/campplus): subtract the per-utterance fbank mean before CAM++ by @​Alex-Wengg in FluidInference/FluidAudio#1094
• docs(asr): when to choose mel context for v3 long-form audio by @​Alex-Wengg in FluidInference/FluidAudio#1095
• fix(sensevoice): pad to the lengths the loaded encoder accepts, so fp32 runs by @​Alex-Wengg in FluidInference/FluidAudio#1096
• fix(asr/streaming): join a window that opens mid-word onto the previous text by @​Alex-Wengg in FluidInference/FluidAudio#1097
• fix(asr/tdtJa): long-form Japanese defaults to no mel context and probes only long seam gaps by @​Alex-Wengg in FluidInference/FluidAudio#1098

... (truncated)

Commits

• e396cf7 fix(build): podspec to 0.18.2 (release as a patch, not 0.19.0)
• 171e3ff fix(build): bump podspec to 0.19.0
• 608ec6a docs(asr/vocab): document the rescue floors as an opt-in, with the measured t...
• 00efd68 fix(speaker/campplus): load the _v2 CAM++ models that match 3D-Speaker (#1099)
• ca9fece fix(asr/vocab): no context bias against a word TDT heard confidently (#1100)
• b3eda84 fix(asr/tdtJa): long-form Japanese defaults to no mel context and probes only...
• f59050e fix(asr/streaming): join a window that opens mid-word onto the previous text ...
• d11c64d fix(sensevoice): pad to the lengths the loaded encoder accepts, so fp32 runs ...
• 623c0bc docs(asr): when to choose mel context for v3 long-form audio (#1095)
• d3aab8f fix(speaker/campplus): subtract the per-utterance fbank mean before CAM++ (#1...
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[dependabot]

Superseded by #140.