The biggest update since launch. Faster English dictation, meetings that know
who said what and write themselves up, and a long list of fixes.
Added
Automatic speech engine, now the default. Parlin picks the engine for you: the fast Parakeet engine for English, Whisper when you set another language. English dictation lands in about 0.1 to 0.2 seconds. Nothing to configure.
Meetings work in the language you actually speak. Summaries, titles, and suggested questions come back in the spoken language, not English. A meeting that opens with one English word no longer drags the whole thing into English.
Better model for other languages. Set a non-English language and Parlin offers Whisper Large v3 once, which is far more accurate than the small default for languages like Persian. One tap, and it never nags.
Pause and resume a meeting. Pause drops the mic and system capture and keeps the note open. Nothing said during a pause is recorded.
A second, better pass on speakers. Press Done and Parlin re-reads the whole recording to re-label who said what with a global view of every voice, so a speaker split across two labels snaps back to one.
Edit meeting notes before exporting. Change any Markdown, add action items, save with Command-S.
Dictation stays on the clipboard. After a push-to-talk dictation the text is left on the clipboard, so you can paste it again anywhere.
Audio retention you control. Old dictation audio expires automatically, 30 days by default, or pick 7, 90, or forever. Transcripts are always kept.
Clean mode tidies more. It now splits run-on sentences and drops your repeats and false starts while keeping your wording and your voice.
Fillers and repeats go every time. "Um", "uh", and immediately repeated phrases are removed by a deterministic pass rather than left to the model. Intentional emphasis like "no no no" is kept.
Fixed
Parlin no longer freezes when macOS audio stops responding. If macOS's audio service got stuck, rare, usually after juggling audio devices, starting a dictation would hang the whole app with no message and no way out but Force Quit. Parlin now checks that audio is answering before it opens the mic, and tells you what happened instead of locking up.
Non-English dictation no longer comes out in English. Set Persian or Spanish, dictate, and you get that language.
Your mic is always you in a meeting. A solo meeting used to split your single voice into "You" and "Speaker 1".
Same-Mac meeting capture keeps your microphone live, and no longer forces your system volume down.
Meeting summaries stop putting words in the wrong mouth. Statements are attributed only to the speaker whose label precedes them.
Summaries stop inventing tasks. A lecture or a video no longer produces fake action items and decisions.
No more repeated-word walls in meeting notes from music, silence, or background noise on the call side.
Ending a meeting no longer gets stuck. The four summary passes ran at once and could pile up enough memory pressure to look like a freeze. They run one at a time now, at the same total speed.
Quitting frees your Ollama model. If you route cleanup through your own Ollama model, Parlin used to leave it loaded for up to a day, holding 4 to 30 GB for nothing.
Much less idle CPU. Decorative animations ran at up to 120Hz with the window buried, costing more than half a core all day. They run at 30fps now and stop when the window is inactive.
Faster paste. The clipboard path held the pipeline for 600 ms after the text had already landed.
Arrow keys no longer trigger an Fn shortcut.
Model downloads show real progress instead of sitting at "Connecting..." with a frozen bar.
The remix preview plays the video instead of showing a black box.
Parlin spells its own name right more often. "Pauline" and "Parliament" are corrected in context.
Build 68 (2026-08-20) fixes four things you can feel:
Deleting a lot of documents at once no longer freezes the app. Selecting thousands of items and deleting them locked Parlin up with no way out but Force Quit, because it re-read the whole library from disk once per document. Deleting 3,000 items took over 8 minutes; it now takes under a second, and shows a progress bar with a running count.
Key Points works on short, punchy videos again. Asking for Key Points on a video where the speaker talks in quick fragments returned "No key points", even though the points were right there. Parlin was throwing away any point that reused the speaker's own words, which is exactly what a key point should do.
Meeting notes stop losing their most concrete action items. An action item or decision built from what someone actually committed to, like "Send the deck to Karen by Friday morning", could be dropped from the note for repeating the words that were said. The items carrying a name or a date were the likeliest to go, and the note still looked complete.
Summaries say when they are running slowly, and stop if they stall. On a Mac low on battery, macOS can throttle the graphics chip about tenfold, and Summarize or Key Points would keep grinding with no time limit, which looks like a dead button. The status now says it is still working when a run goes long, and a run that has clearly stalled stops with an explanation.
Build 64 (2026-08-19) fixes a freeze:
Scrolling a long transcript or meeting note no longer freezes the app. Scrolling a long transcript could pin Parlin at full CPU with no way out but Force Quit. The cause was macOS's built-in text selection, which attaches an overlay to every paragraph and can re-measure them forever on long lists. Those overlays are gone from the long views. To grab text, right-click any paragraph to copy it (or the whole thing), or pick "Select Text" to highlight exactly what you want in a dedicated window that handles any length.
Shimmer and pulse effects can no longer stall the window. They now run on a clock instead of a looping animation, closing off a related rare freeze in the toolbars. They look the same; they just can't get stuck.
Build 61 (2026-08-16) adds a few refinements on top:
The voice meter reads your actual voice. The bars track quiet speech instead of pinning at the top, hold steady while you talk, and the resting pill is smaller and calmer.
Dictation never answers you. Dictate a question or a request ("write me an email...") and Parlin transcribes it instead of replying to it.
More names land right. RevenueCat, a spelled-out "M C P", and word-plus-number names like "s three" and "gpt four" come out as S3 and GPT-4.