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5
8.72
text
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80
191
text_ts
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111
237
preconditioning
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10 values
start_time
stringlengths
12
12
end_time
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12
12
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float32
5
8.72
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942
2.54k
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2 values
american fourteen seventy nine I think you failed the callsign again fly present heading maintain five thousand
<|0.00|>american fourteen seventy nine I think you failed the callsign again fly present heading maintain<|3.90|><|3.90|>five thousand<|4.72|>
00:00:33.546
00:00:38.550
5.004
[{"word": "american", "start": 0.07399999999999807, "end": 0.2539999999999978}, {"word": "fourteen", "start": 0.29400000000000404, "end": 0.5940000000000012}, {"word": "seventy", "start": 0.7539999999999978, "end": 0.9740000000000038}, {"word": "nine", "start": 1.054000000000002, "end": 1.1940000000000026}, {"word": "I...
test2.mp3
alright American fourteen seventy nine present heading five thousand we will expect two six thank you
<|0.00|>alright American fourteen seventy nine present heading five thousand we will expect<|3.56|><|3.56|>two six thank you<|4.86|>
american fourteen seventy nine I think you failed the callsign again fly present heading maintain five thousand
00:00:39.882
00:00:45.270
5.388
[{"word": "alright", "start": 0.1980000000000004, "end": 0.31800000000000495}, {"word": "American", "start": 0.3580000000000041, "end": 0.5579999999999998}, {"word": "fourteen", "start": 0.7379999999999995, "end": 1.078000000000003}, {"word": "seventy", "start": 1.2580000000000027, "end": 1.4580000000000055}, {"word": ...
test2.mp3
american fourteen seventy nine turn left heading two niner zero intercept the two six localizer maintain four thousand
<|0.00|>american fourteen seventy nine turn left heading two niner<|3.86|><|3.86|>zero intercept the two six localizer maintain four thousand<|7.32|>
alright American fourteen seventy nine present heading five thousand we will expect two six thank you
00:01:00.490
00:01:08.214
7.724
[{"word": "american", "start": 0.10999999999999943, "end": 0.36999999999999744}, {"word": "fourteen", "start": 0.44999999999999574, "end": 0.7299999999999969}, {"word": "seventy", "start": 0.8500000000000014, "end": 1.0899999999999963}, {"word": "nine", "start": 1.2100000000000009, "end": 1.5300000000000011}, {"word": ...
test2.mp3
we got a communication problem are you hearing this radio clear cause Im saying what I need to say but something is not happening
<|0.00|>we got a communication problem are you hearing this radio clear cause<|3.66|><|3.66|>Im saying what I need to say but something is not happening<|7.06|>
american fourteen seventy nine turn left heading two niner zero intercept the two six localizer maintain four thousand
00:01:29.162
00:01:36.534
7.372
[{"word": "we", "start": 0.7579999999999956, "end": 0.7979999999999876}, {"word": "got", "start": 0.8979999999999961, "end": 1.0180000000000007}, {"word": "a", "start": 1.0579999999999927, "end": 1.0579999999999927}, {"word": "communication", "start": 1.097999999999999, "end": 1.637999999999991}, {"word": "problem", "s...
test2.mp3
american fourteen seventy nine you said cleared the approach I need the runway assignment which is runway two six not two five left or two five right you are cleared visual approach two six
<|0.00|>american fourteen seventy nine you said cleared the approach I need the runway assignment which<|3.62|><|3.62|>is runway two six not two five left or two five right you are cleared visual<|7.12|><|7.12|>approach two six<|8.26|>
we got a communication problem are you hearing this radio clear cause Im saying what I need to say but something is not happening
00:01:36.874
00:01:45.590
8.716
[{"word": "american", "start": 0.1460000000000008, "end": 0.36599999999999966}, {"word": "fourteen", "start": 0.42600000000000193, "end": 0.666000000000011}, {"word": "seventy", "start": 0.7460000000000093, "end": 0.9060000000000059}, {"word": "nine", "start": 0.945999999999998, "end": 1.0260000000000105}, {"word": "yo...
test2.mp3
cleared for the visual approach to runway two six american fourteen seventy nine
<|0.00|>cleared for the visual approach to runway two six<|3.68|><|3.68|>american fourteen seventy nine<|6.00|>
american fourteen seventy nine you said cleared the approach I need the runway assignment which is runway two six not two five left or two five right you are cleared visual approach two six
00:01:48.266
00:01:54.550
6.284
[{"word": "cleared", "start": 0.23399999999999466, "end": 0.4539999999999935}, {"word": "for", "start": 0.5139999999999958, "end": 0.5939999999999941}, {"word": "the", "start": 0.7339999999999947, "end": 0.813999999999993}, {"word": "visual", "start": 1.2339999999999947, "end": 1.4140000000000015}, {"word": "approach",...
test2.mp3
fourteen seventy nine do you need a phone number you can call in and we can talk about the tape but you misread the last three transmissions without a callsign and without a runway assignment
<|0.00|>fourteen seventy nine do you need a phone number you can call in and we can talk about the tape<|3.74|><|3.74|>but you misread the last three transmissions without a callsign and without<|7.50|><|7.50|>a runway assignment<|8.28|>
cleared for the visual approach to runway two six american fourteen seventy nine
00:01:54.986
00:02:03.574
8.588
[{"word": "fourteen", "start": 0.2539999999999907, "end": 0.4939999999999998}, {"word": "seventy", "start": 0.5939999999999941, "end": 0.7539999999999907}, {"word": "nine", "start": 0.7939999999999969, "end": 0.8739999999999952}, {"word": "do", "start": 0.9339999999999975, "end": 0.9539999999999935}, {"word": "you", "s...
test2.mp3
winter haven we are trying to take the advance here papa on a three way final for runway five we are shooting the rnav gps for runway five approach winter haven we will be a touch and go
<|0.00|>winter haven we are trying to take the advance here papa on a three way final for runway five we are shooting<|3.80|><|3.80|>the rnav gps for runway five approach winter haven we will be a touch and go<|7.22|>
00:00:01.290
00:00:08.950
7.66
[{"word": "winter", "start": 0.1499999999999999, "end": 0.31000000000000005}, {"word": "haven", "start": 0.34999999999999987, "end": 0.44999999999999996}, {"word": "we", "start": 0.51, "end": 0.53}, {"word": "are", "start": 0.5700000000000001, "end": 0.6499999999999999}, {"word": "trying", "start": 0.69, "end": 0.83000...
test1.m4a
winter haven traffic four four five uniform sierra is a mile north of the airport on a midfield crosswind to get to a left downwind
<|0.00|>winter haven traffic four four five uniform sierra is a mile<|3.52|><|3.52|>north of the airport on a midfield crosswind to get to a left downwind<|7.68|>
winter haven we are trying to take the advance here papa on a three way final for runway five we are shooting the rnav gps for runway five approach winter haven we will be a touch and go
00:00:10.986
00:00:18.934
7.948
[{"word": "winter", "start": 0.15399999999999991, "end": 0.3739999999999988}, {"word": "haven", "start": 0.5539999999999985, "end": 0.6739999999999995}, {"word": "traffic", "start": 0.8339999999999996, "end": 1.2139999999999986}, {"word": "four", "start": 1.3539999999999992, "end": 1.4939999999999998}, {"word": "four",...
test1.m4a
traffic cherokee eight five sierra papa on a short final for runway five we will be a touch and go
<|0.00|>traffic cherokee eight five sierra papa on a short final for runway<|3.50|><|3.50|>five we will be a touch and go<|4.90|>
winter haven traffic four four five uniform sierra is a mile north of the airport on a midfield crosswind to get to a left downwind
00:00:58.058
00:01:03.382
5.324
[{"word": "traffic", "start": 0.26200000000000045, "end": 0.5020000000000024}, {"word": "cherokee", "start": 0.5820000000000007, "end": 0.8419999999999987}, {"word": "eight", "start": 0.9420000000000002, "end": 1.0619999999999976}, {"word": "five", "start": 1.142000000000003, "end": 1.3419999999999987}, {"word": "sierr...
test1.m4a
how about you just shut the fuck up if you are in a pick up truck and ain’t worried about flying an airplane then dickhead
<|0.00|>how about you just shut the fuck up if you are in a pick up truck and ain’t worried about<|3.64|><|3.64|>flying an airplane then dickhead<|5.28|>
traffic cherokee eight five sierra papa on a short final for runway five we will be a touch and go
00:01:40.586
00:01:46.230
5.644
[{"word": "how", "start": 0.13400000000000034, "end": 0.21399999999999864}, {"word": "about", "start": 0.31400000000000716, "end": 0.534000000000006}, {"word": "you", "start": 0.6340000000000003, "end": 0.6940000000000026}, {"word": "just", "start": 0.7939999999999969, "end": 0.9140000000000015}, {"word": "shut", "star...
test1.m4a

atc-test-5s

Speech dataset prepared with Trelis Studio.

Statistics

Metric Value
Source files 2
Validation samples 11
Total duration 4.6 minutes

Columns

Column Type Description
audio Audio Audio segment (16kHz) - speech only, silence stripped via VAD
text string Plain transcription (no timestamps) - backwards compatible
text_ts string Transcription WITH Whisper timestamp tokens (e.g., `<
start_time string Segment start in original audio (HH:MM:SS.mmm)
end_time string Segment end in original audio (HH:MM:SS.mmm)
speech_duration float Duration of speech in segment (excluding silence)
word_timestamps list Word-level timestamps (relative to speech-only audio)
source_file string Original audio filename

VAD Processing

Audio segments are processed with Silero VAD to match faster-whisper inference:

  • Silence is stripped from audio (only speech regions remain)
  • Timestamps are relative to the concatenated speech audio
  • This ensures training data matches inference behavior

Training Usage

For Whisper timestamp training, use the two-bucket approach:

  • Bucket A (50%): Use text - plain transcription without timestamps
  • Bucket B (50%): Use text_ts - transcription with Whisper timestamp tokens

Usage

from datasets import load_dataset

dataset = load_dataset("Trelis/atc-test-5s")

Prepared with Trelis Studio

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