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phoenix approach good evening american fourteen seventy nine with you
<|0.00|>phoenix approach good evening american fourteen seventy nine with you<|2.36|>
00:00:01.546
00:00:04.214
2.668
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test2.mp3
american fourteen seventy nine phoenix approach expect two five left
<|0.00|>american fourteen seventy nine phoenix approach expect two five left<|2.16|>
phoenix approach good evening american fourteen seventy nine with you
00:00:05.290
00:00:07.830
2.54
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test2.mp3
two five left
<|0.00|>two five left<|0.52|>
american fourteen seventy nine phoenix approach expect two five left
00:00:08.202
00:00:09.046
0.844
[{"word": "two", "start": 0.1379999999999999, "end": 0.17800000000000082}, {"word": "five", "start": 0.2580000000000009, "end": 0.3979999999999997}, {"word": "left", "start": 0.4380000000000006, "end": 0.5180000000000007}]
test2.mp3
american fourteen seventy nine two six available tonight if you would like
<|0.00|>american fourteen seventy nine two six available tonight if you would like<|2.66|>
two five left
00:00:12.906
00:00:15.990
3.084
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test2.mp3
we will take two six
<|0.00|>we will take two six<|0.88|>
american fourteen seventy nine two six available tonight if you would like
00:00:16.618
00:00:17.942
1.324
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test2.mp3
fourteen seventy nine verify that’s you
<|0.00|>fourteen seventy nine verify that’s you<|1.72|>
we will take two six
00:00:18.058
00:00:20.310
2.252
[{"word": "fourteen", "start": 0.38200000000000145, "end": 0.6419999999999995}, {"word": "seventy", "start": 0.7220000000000013, "end": 0.9420000000000002}, {"word": "nine", "start": 0.9819999999999993, "end": 1.0620000000000012}, {"word": "verify", "start": 1.1020000000000003, "end": 1.3820000000000014}, {"word": "tha...
test2.mp3
that is american fourteen seventy nine sorry we will take two six
<|0.00|>that is american fourteen seventy nine sorry we will take two six<|3.06|>
fourteen seventy nine verify that’s you
00:00:21.610
00:00:25.110
3.5
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test2.mp3
fourteen seventy nine expect two six fly present heading maintain five thousand
<|0.00|>fourteen seventy nine expect two six fly present heading maintain five thousand<|3.78|>
that is american fourteen seventy nine sorry we will take two six
00:00:25.866
00:00:30.006
4.14
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test2.mp3
present heading five thousand expect two six
<|0.00|>present heading five thousand expect two six<|1.78|>
fourteen seventy nine expect two six fly present heading maintain five thousand
00:00:30.634
00:00:33.078
2.444
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test2.mp3
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|>
present heading five thousand expect two six
00:00:33.546
00:00:38.550
5.004
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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
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test2.mp3
fourteen seventy nine sky harbor is ten o clock one four miles advise when you get in sight lower in just a minute
<|0.00|>fourteen seventy nine sky harbor is ten o clock one four miles advise when you get in sight lower in just<|3.50|><|3.50|>a minute
alright American fourteen seventy nine present heading five thousand we will expect two six thank you
00:00:50.538
00:00:54.678
4.14
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test2.mp3
alright in sight American fourteen seventy nine
<|0.00|>alright in sight American fourteen seventy nine<|2.04|>
fourteen seventy nine sky harbor is ten o clock one four miles advise when you get in sight lower in just a minute
00:00:55.242
00:00:57.558
2.316
[{"word": "alright", "start": 0.15800000000000125, "end": 0.31800000000000495}, {"word": "in", "start": 0.4580000000000055, "end": 0.47800000000000153}, {"word": "sight", "start": 0.5980000000000061, "end": 0.7580000000000027}, {"word": "American", "start": 0.838000000000001, "end": 1.098000000000006}, {"word": "fourte...
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 in sight American fourteen seventy nine
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
two ninety on the heading maintain four thousand intercept two six localizer american
<|0.00|>two ninety on the heading maintain four thousand intercept two six localizer american<|3.76|>
american fourteen seventy nine turn left heading two niner zero intercept the two six localizer maintain four thousand
00:01:09.226
00:01:13.366
4.14
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test2.mp3
one four seven nine
<|0.00|>one four seven nine<|1.10|>
two ninety on the heading maintain four thousand intercept two six localizer american
00:01:13.610
00:01:14.998
1.388
[{"word": "one", "start": 0.18999999999999773, "end": 0.269999999999996}, {"word": "four", "start": 0.37000000000000455, "end": 0.5300000000000011}, {"word": "seven", "start": 0.7099999999999937, "end": 0.8900000000000006}, {"word": "nine", "start": 0.9699999999999989, "end": 1.1099999999999994}]
test2.mp3
american fourteen seventy nine cleared visual approach runway two six
<|0.00|>american fourteen seventy nine cleared visual approach runway two six<|2.94|>
one four seven nine
00:01:15.402
00:01:18.838
3.436
[{"word": "american", "start": 0.09799999999999898, "end": 0.2780000000000058}, {"word": "fourteen", "start": 0.3780000000000001, "end": 0.6979999999999933}, {"word": "seventy", "start": 0.7980000000000018, "end": 0.9980000000000047}, {"word": "nine", "start": 1.078000000000003, "end": 1.2180000000000035}, {"word": "cl...
test2.mp3
cleared for the visual approach American one four seven nine
<|0.00|>cleared for the visual approach American one four seven nine<|2.50|>
american fourteen seventy nine cleared visual approach runway two six
00:01:19.498
00:01:22.262
2.764
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test2.mp3
fourteen seventy nine cleared visual approach runway two six
<|0.00|>fourteen seventy nine cleared visual approach runway two six<|3.76|>
cleared for the visual approach American one four seven nine
00:01:22.890
00:01:27.158
4.268
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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|>
fourteen seventy nine cleared visual approach runway two six
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
and you are not reading it back correctly
<|0.00|>and you are not reading it back correctly<|1.46|>
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
00:01:45.642
00:01:47.574
1.932
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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|>
and you are not reading it back correctly
00:01:48.266
00:01:54.550
6.284
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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
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test2.mp3
fourteen seventy nine you need a phone number
<|0.00|>fourteen seventy nine you need a phone number<|1.70|>
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
00:02:05.514
00:02:07.606
2.092
[{"word": "fourteen", "start": 0.3059999999999974, "end": 0.6060000000000088}, {"word": "seventy", "start": 0.7060000000000031, "end": 0.8860000000000099}, {"word": "nine", "start": 0.9860000000000042, "end": 1.0859999999999985}, {"word": "you", "start": 1.1460000000000008, "end": 1.206000000000003}, {"word": "need", "...
test2.mp3
I am not gonna waste my time
<|0.00|>I am not gonna waste my time<|1.00|>
fourteen seventy nine you need a phone number
00:02:08.554
00:02:09.814
1.26
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test2.mp3
american fourteen seventy nine contact tower one one eight point seven
<|0.00|>american fourteen seventy nine contact tower one one eight point seven<|2.72|>
I am not gonna waste my time
00:02:10.250
00:02:13.366
3.116
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test2.mp3
one one eight seven american one four seven
<|0.00|>one one eight seven american one four seven<|3.68|>
american fourteen seventy nine contact tower one one eight point seven
00:02:14.602
00:02:19.350
4.748
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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
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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
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test1.m4a
for runway two nine we are looking for the guy on five
<|0.00|>for runway two nine we are looking for the guy on five<|2.64|>
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
00:00:19.210
00:00:22.134
2.924
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test1.m4a
we are just shooting a practice approach and we will be a touch and go alpha five
<|0.00|>we are just shooting a practice approach and we will be a touch and go alpha<|3.66|><|3.66|>five
for runway two nine we are looking for the guy on five
00:00:23.754
00:00:28.118
4.364
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test1.m4a
five uniform sierra we are looking we are just on top of the airport right now
<|0.00|>five uniform sierra we are looking we are just on top of the airport right now<|3.34|>
we are just shooting a practice approach and we will be a touch and go alpha five
00:00:29.418
00:00:33.142
3.724
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test1.m4a
yeah I think I got you in sight you on the downwind now for two nine
<|0.00|>yeah I think I got you in sight you on the downwind now for two nine<|3.42|>
five uniform sierra we are looking we are just on top of the airport right now
00:00:35.882
00:00:39.670
3.788
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test1.m4a
getting ready to turn right now
<|0.00|>getting ready to turn right now<|1.58|>
yeah I think I got you in sight you on the downwind now for two nine
00:00:40.746
00:00:42.710
1.964
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test1.m4a
alright we are
<|0.00|>alright we are<|1.08|>
getting ready to turn right now
00:00:44.330
00:00:45.878
1.548
[{"word": "alright", "start": 0.14999999999999858, "end": 0.3299999999999983}, {"word": "we", "start": 0.39000000000000057, "end": 0.5500000000000043}, {"word": "are", "start": 0.6099999999999994, "end": 1.0700000000000003}]
test1.m4a
yeah we are on a two mile two mile final for five eight five sierra papa
<|0.00|>yeah we are on a two mile two mile final for five eight five sierra papa<|3.64|>
alright we are
00:00:46.122
00:00:50.070
3.948
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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|>
yeah we are on a two mile two mile final for five eight five sierra papa
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
winter haven
<|0.00|>winter haven<|0.56|>
traffic cherokee eight five sierra papa on a short final for runway five we will be a touch and go
00:01:03.530
00:01:04.374
0.844
[{"word": "winter", "start": 0.14999999999999858, "end": 0.3500000000000014}, {"word": "haven", "start": 0.44999999999999574, "end": 0.5699999999999932}]
test1.m4a
yeah I see that Im just about to go missed so I am going missed
<|0.00|>yeah I see that Im just about to go missed so I am going missed<|3.64|>
winter haven
00:01:06.762
00:01:10.742
3.98
[{"word": "yeah", "start": 0.13800000000000523, "end": 0.3780000000000001}, {"word": "I", "start": 0.4380000000000024, "end": 0.4380000000000024}, {"word": "see", "start": 0.5379999999999967, "end": 0.617999999999995}, {"word": "that", "start": 0.6979999999999933, "end": 0.8580000000000041}, {"word": "Im", "start": 0.9...
test1.m4a
winter haven traffic winter haven traffic cherokee eight five sierra papa going missed
<|0.00|>winter haven traffic winter haven traffic cherokee eight five sierra papa going missed<|3.28|>
yeah I see that Im just about to go missed so I am going missed
00:01:15.018
00:01:18.646
3.628
[{"word": "winter", "start": 0.1419999999999959, "end": 0.402000000000001}, {"word": "haven", "start": 0.4819999999999993, "end": 0.6020000000000039}, {"word": "traffic", "start": 0.7219999999999942, "end": 1.141999999999996}, {"word": "winter", "start": 1.2420000000000044, "end": 1.382000000000005}, {"word": "haven", ...
test1.m4a
yep especially for this one too
<|0.00|>yep especially for this one too<|1.70|>
winter haven traffic winter haven traffic cherokee eight five sierra papa going missed
00:01:23.338
00:01:25.430
2.092
[{"word": "yep", "start": 0.12199999999999989, "end": 0.2820000000000107}, {"word": "especially", "start": 0.7020000000000124, "end": 1.0420000000000016}, {"word": "for", "start": 1.1020000000000039, "end": 1.1820000000000022}, {"word": "this", "start": 1.2420000000000044, "end": 1.3220000000000027}, {"word": "one", "s...
test1.m4a
yes I see him yeah I saw him on the downwind what’s your position right now
<|0.00|>yes I see him yeah I saw him on the downwind what’s your position<|3.60|><|3.60|>right now
yep especially for this one too
00:01:28.458
00:01:32.790
4.332
[{"word": "yes", "start": 0.10200000000000387, "end": 0.18200000000000216}, {"word": "I", "start": 0.36199999999999477, "end": 0.36199999999999477}, {"word": "see", "start": 0.5220000000000056, "end": 0.6419999999999959}, {"word": "him", "start": 0.6820000000000022, "end": 0.7420000000000044}, {"word": "yeah", "start":...
test1.m4a
oh okay alright
<|0.00|>oh okay alright<|1.22|>
yes I see him yeah I saw him on the downwind what’s your position right now
00:01:35.594
00:01:37.174
1.58
[{"word": "oh", "start": 0.18600000000000705, "end": 0.2259999999999991}, {"word": "okay", "start": 0.36599999999999966, "end": 0.6060000000000088}, {"word": "alright", "start": 1.0660000000000025, "end": 1.225999999999999}]
test1.m4a
oh nice
<|0.00|>oh nice
oh okay alright
00:01:38.826
00:01:39.702
0.876
[{"word": "oh", "start": 0.1740000000000066, "end": 0.19400000000000261}, {"word": "nice", "start": 0.2540000000000049, "end": 0.4140000000000015}]
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|>
oh nice
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
kick rocks man
<|0.00|>kick rocks man<|1.02|>
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
00:01:47.498
00:01:48.918
1.42
[{"word": "kick", "start": 0.16199999999999193, "end": 0.3219999999999885}, {"word": "rocks", "start": 0.5019999999999953, "end": 0.7819999999999965}, {"word": "man", "start": 0.8419999999999987, "end": 1.0219999999999914}]
test1.m4a
how can you be so grumpy on such a nice day I don’t get it you
<|0.00|>how can you be so grumpy on such a nice day I don’t get it you<|2.28|>
kick rocks man
00:01:50.282
00:01:52.566
2.284
[{"word": "how", "start": 0.13800000000000523, "end": 0.21800000000000352}, {"word": "can", "start": 0.2980000000000018, "end": 0.3780000000000001}, {"word": "you", "start": 0.49800000000000466, "end": 0.5580000000000069}, {"word": "be", "start": 0.597999999999999, "end": 0.6180000000000092}, {"word": "so", "start": 0....
test1.m4a
honestly don’t need to fly an airplane if you have an attitude like that
<|0.00|>honestly don’t need to fly an airplane if you have an attitude like that<|2.66|>
how can you be so grumpy on such a nice day I don’t get it you
00:01:55.338
00:01:58.358
3.02
[{"word": "honestly", "start": 0.14200000000001012, "end": 0.4620000000000033}, {"word": "don\u2019t", "start": 0.5420000000000016, "end": 0.6420000000000101}, {"word": "need", "start": 0.6820000000000022, "end": 0.7820000000000107}, {"word": "to", "start": 0.8220000000000027, "end": 0.842000000000013}, {"word": "fly",...
test1.m4a
winter haven traffic cherokee eight five sierra papa departing the pattern to the north
<|0.00|>winter haven traffic cherokee eight five sierra papa departing the pattern to the north<|2.82|>
honestly don’t need to fly an airplane if you have an attitude like that
00:02:01.930
00:02:05.206
3.276
[{"word": "winter", "start": 0.10999999999999943, "end": 0.22999999999998977}, {"word": "haven", "start": 0.30999999999998806, "end": 0.4099999999999966}, {"word": "traffic", "start": 0.44999999999998863, "end": 0.5899999999999892}, {"word": "cherokee", "start": 0.6499999999999915, "end": 0.8499999999999943}, {"word": ...
test1.m4a

atc-test-0.5s

Speech dataset prepared with Trelis Studio.

Statistics

Metric Value
Source files 2
Validation samples 50
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-0.5s")

Prepared with Trelis Studio

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