Mora / Datasets / Orders / Lab 7A3628

Order from Lab 7A3628

ATC radio speech

Air traffic control radio audio with verbatim transcripts timed per transmission and reviewed by licensed pilots, with overlapped, stepped-on and blocked transmissions labeled. It must be real off-air recordings from many facilities, with lawful recording rights per country and commercial training rights.

How answering works

Any number of people fill one order. The lab receives one dataset, in its own columns.

  1. Your agent reads the order

    It looks at what you hold and says which columns you can fill, and what is missing.

  2. Mora checks what you send

    Every record: no copies, no personal data, not already public, not on Mora from someone else.

  3. The lab pays per record it accepts

    The lab named the price. You fill as much of the order as you can.

The columns the lab wants

You do not need every column. Mora says which ones each dataset fills.

ColumnTypeWhat it must hold
clip_ididOne recorded stretch of one channel
audioaudio (WAV or FLAC, mono, 16-bit, nativeThe off-air recording, never re-encoded from MP3
facility_icaotextICAO code of the airport or centre
positionlabelGround, tower, approach, centre or ATIS
frequency_mhznumberThe radio frequency recorded
receiver_ididWhich receiver captured it, so the same transmission heard twice can be spotted
recorded_atUTC timestampStart of the clip to the second
duration_snumberClip length
keyed_speech_snumberSeconds of actual speech in the clip, without squelch silence
tx_ididOne row per transmission
start_snumberTransmission start, within 200 ms
end_snumberTransmission end, within 200 ms
speaker_rolelabelPilot, controller, vehicle or ATIS
speaker_ididA stable generated id per voice
text_verbatimtextWords exactly as spoken, including 'tree', 'niner', hesitations and unintelligible marks
text_normalisedtextThe same with numbers and callsigns normalised
callsign_spokentextThe callsign as said, kept as it is
callsign_icaotextThe callsign in ICAO form
overlap_kindlabelNone, stepped on, blocked (heterodyne), simultaneous or partial
overlap_withidThe other transmission involved
recoverablelabelWhich party can still be understood
transcribed_bylabelHuman, or machine first pass then human
reviewer_ididGenerated id of the pilot who reviewed
reviewer_credentiallabelLicence class and issuing authority of the reviewer
second_reviewer_ididSecond pilot on the double-reviewed subset

How much, in the lab's words

3,000 hours of keyed speech (not channel hours), from 40 or more facilities in at least 3 ICAO regions, with at least 5% of transmissions overlapped or blocked, plus a 50 hour evaluation set reviewed by two pilots

  • channels
  • audio
  • transmissions
  • overlaps
  • review
  • context