Whisper local / open source
Libre haddii aad leedahay GPU iyo evening. Speaker diarization maya jiro si toos ah.
Drop an MP3 file bitrate kasta oo 64 ilaa 320 kbps. Hel timestamped, speaker-labeled transcript 99 languages — format conversion mayo, no re-encoding, no queue.
MP3 · WAV · M4A · MP4 · MOV · MKV · OGG · OPUS · FLAC · WEBM — up to 100 MB anonymously
YouTube · TikTok · Vimeo · Twitter · SoundCloud · Spotify · 50+ more
↓ Eg wax ku iman kara
Annaga waxaan akhrineynaa MP3 frame headers si toos ah — VBR, CBR, joint-stereo, encoder kasta (LAME, Fraunhofer, FFmpeg). Haddii file-u ah true stereo oo speakers yadu channels-ka duwanba jiraan, annaga waxaan isticmaaleynaa taas hadal u kala qaybinta. Mono mix-down waxay turjumaan ku noqotaa acoustic diarization.
So when did you first realise the archive was incomplete?
Probably around 2019, when we started digitising the reel-to-reels.
And the missing tapes — were they catalogued anywhere at all?
There's a paper index from '78, but half of it's water-damaged.
↓ This is the dashboard
Same layout as the real dashboard — Summary, full Transcript, Speakers tab, Exports. Key points and action items extracted automatically. Auto-tags on every job.
Sample preview from a founder interview about post-call workflow. Real transcripts look exactly like this — same tabs, same summary block, same key-points / action-items split, same auto-tag chips.
Saddex opshunal dhab ah · fairness ahaan u compare
Waxaad jaan karineysaa Whisper laptopkaaga qalafsan markaa libre haddii aad tahay technical. Otter and Sonix waxay aqbaltaan MP3 uploads subscription dashboards gudaheeda. Annaga waxaa annaga qaadaneynaa file, return the transcript, iyo dashboardna lagu jifeyn mayno.
Libre haddii aad leedahay GPU iyo evening. Speaker diarization maya jiro si toos ah.
Drop MP3. Hel speaker-labeled text ku dhamaystir × 0.025 beddelka.
Dashboard yar yar, monthly minutes cap, English-tuned. File upload waxay u muuqdataa side feature.
Pricing and feature availability accurate as of May 2026. Whisper performance varies by model size and hardware.
Specific MP3
MP3 waxay yihiin formate, recording style aynan — taas oo waxaa fisalka filinka ka yimaan encoder, hadii speech aynan.
Defaults oo ku qaab ~80% MP3 files. Override per-job form.
Accuracy · real-world numbers
MP3 accuracy waxaa xirxirayaa wax encoder u hayay, aynan xirxirayo annaga. Compression ka sanad-ba 96 kbps ka sare waxay badbaadiyaat speech intelligibility aad u fiican; 64 kbps ka hoos, sibilants iyo consonants waxay bilaabaan inay dareemaan. Numbers hoos waxay ka yimadaan real customer MP3s production.
Near-lossless speech. Podcast masters, dictation app exports, professional interview rigs. Diarization yar yar hadii speakers channels-ka duwanba.
Most common bitrate spoken-word MP3s. Zoom exports, Riverside downloads, voice recorders default. Compression artifacts lama maqlo recognizer.
Voice memo defaults most phones. Acoustic diarization handle 2-4 speakers. Numbers iyo proper nouns occasionally markaa baahan.
Old answering-machine rips, lecture archives, narrow-band sources. High-frequency consonants (f/s/sh) blur. Still legible — plan proofread.
Common su'aal
30 libre daqiiqo every month. Kaardi aynan baahan. Speaker labels, 99 languages, every export format included.
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