datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
radiotalk-us-audio-tada-clean
RadioTalk US Audio (Clean)
Synthesized clean-speech audio for ~100k US air-traffic-control conversation scenarios. One row per turn, embedded 24 kHz mono PCM_16 WAV.
This is the clean variant. A VHF-AM-channel-degraded variant is published as twangodev/radiotalk-us-audio-tada-noisy.
Quick start
from datasets import load_dataset
ds = load_dataset("twangodev/radiotalk-us-audio-tada-clean", split="train", streaming=True)
row = next(iter(ds))
print(row["text"]… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-audio-tada-clean.radiotalk-us-audio-grok-clean
radiotalk-us-audio-grok-clean
Clean TTS audio for the v3 radiotalk transcripts: one row per transmission,
24 kHz mono PCM_16 WAV. Covers all 49,975 rendered scenarios of
twangodev/radiotalk-us-transcripts-grok-4.20-50k
— 527,701 utterances in uniform 1,250-row shards.
Synthesis: xAI Grok TTS API, 26 preset voices. Each scenario's speakers get
a deterministic voice assignment (seeded by scenario id) and a fixed
per-speaker speaking rate in 1.0–1.3×. 9 scenarios were dropped for… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-audio-grok-clean.radiotalk-us-audio-grok-noisy
radiotalk-us-audio-grok-noisy
VHF-AM channel-degraded counterpart to
twangodev/radiotalk-us-audio-grok-clean:
3 independently-degraded variants per clean utterance (bandpass, noise,
fading, heterodyne, PTT clicks, codec artifacts — the same radiotalk radio
pipeline behind the higgs/tada noisy sets). 1,583,103 rows covering all rendered scenarios of
twangodev/radiotalk-us-transcripts-grok-4.20-50k.
Difficulty (Grok STT)
On a 10,000-utterance sample, Grok STT scores… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-audio-grok-noisy.radiotalk-us-audio-tada-noisy
RadioTalk US Audio (Noisy)
VHF AM aviation channel-degraded variants of synthesized US air-traffic-control speech. One row per (clean turn × variant), embedded 8 kHz mono PCM_16 WAV.
This is the noisy variant of twangodev/radiotalk-us-audio-tada-clean — same transcripts and voices, passed through a probabilistic channel-simulation pipeline calibrated to the ATCO2 corpus SNR distribution (mean ~8 dB, range -5 to +30 dB) and shaped to ITU-R M.1084 / DO-186B aero voice passband… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-audio-tada-noisy.radiotalk-us-transcripts-grok-4.20-50k
radiotalk-us-transcripts-grok-4.20-50k
49,984 synthetic US air-traffic-control transcripts, generated with
xAI's grok-4.20-0309-non-reasoning against the v2 radiotalk scenario
pipeline. Built for fine-tuning ATC ASR models (NVIDIA Parakeet,
Whisper, etc.) and for seeding TTS audio generation.
Third release in the radiotalk transcripts series, and the first from a
non-Qwen generator:
v1: twangodev/radiotalk-us-transcripts-qwen3-100k
v2:… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-transcripts-grok-4.20-50k.radiotalk-us-transcripts-qwen3-100k
radiotalk-us-transcripts-qwen3-100k
100,000 synthetic US air-traffic-control transcripts, generated with
Qwen/Qwen3-32B-NVFP4 (v1 radiotalk pipeline). First release in the
radiotalk transcripts series; the v2 release with higher per-transcript
realism lives at
twangodev/radiotalk-us-transcripts-qwen3-25k.
Renamed from radiotalk-us-transcripts-100k on 2026-08-08 to record the
generator model in the dataset name; the old id redirects here.
radiotalk-us-transcripts-grok-4.3-25k
radiotalk-us-transcripts-grok-4.3-25k
24,995 synthetic US air-traffic-control transcripts, generated with xAI's
grok-4.3 (reasoning) against the same v2 radiotalk scenario pipeline as
the earlier releases. Fourth release in the series:
v1: twangodev/radiotalk-us-transcripts-qwen3-100k
v2: twangodev/radiotalk-us-transcripts-qwen3-25k
v3: twangodev/radiotalk-us-transcripts-grok-4.20-50k
v4: this dataset
Same scenario machinery, prompt p2, taxonomy t1, and realism validator
as… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-transcripts-grok-4.3-25k.radiotalk-us-transcripts-qwen3-25k
radiotalk-us-transcripts-qwen3-25k
22,065 synthetic US air-traffic-control transcripts, generated with
Qwen/Qwen3-32B-NVFP4 against the v2 radiotalk pipeline. Built for
fine-tuning ATC ASR models (NVIDIA Parakeet, Whisper, etc.) and for
seeding TTS audio generation.
This is the second release in the radiotalk transcripts series. The
v1 release lives at
twangodev/radiotalk-us-transcripts-qwen3-100k.
What's new vs v1
v2 rebuilds the pipeline end-to-end. Lower row… See the full description on the dataset page: https://huggingface.co/datasets/twangodev/radiotalk-us-transcripts-qwen3-25k.