datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
floras
FLORAS
FLORAS is a 50-language benchmark For LOng-form Recognition And Summarization of spoken language.
The goal of FLORAS is to create a more realistic benchmarking environment for speech recognition, translation, and summarization models.
Unlike typical academic benchmarks like LibriSpeech and FLEURS that uses pre-segmented single-speaker read-speech, FLORAS tests the capabilities of models on raw long-form conversational audio, which can have one or many speakers.
To… See the full description on the dataset page: https://huggingface.co/datasets/espnet/floras.2M-Flores-ASL
2M-Flores
As part of the 2M-Belebele project, we have produced video recodings of ASL signing for all the dev and devtest
sentences in the original flores200 dataset.
To obtain ASL sign recordings, we provide translators of ASL and native signers with the English text version of the sentences to be recorded.
The interpreters are then asked to translate these sentences into ASL, create glosses for all sentences, and record their interpretations into ASL one sentence at a time.
The… See the full description on the dataset page: https://huggingface.co/datasets/facebook/2M-Flores-ASL.earnings25
Earnings25
A 500-hour speech benchmark for finance — S&P 500 earnings calls with reference
transcripts, industry labels, and named-speaker attribution.
Citation
Earnings25 is introduced in our Interspeech 2026 paper,
which sets out the sampling design, the evaluation protocol, and reference
baselines for Whisper and Parakeet-TDT. Start there for the full picture.
Jiang, D., Zhou, H., Wadhawan, A., Fahy, B., Ramesh, V., Weisberg, D.,
Derkachevskiy, D., Sheehan, H., Prasad, S., &… See the full description on the dataset page: https://huggingface.co/datasets/florencejiang/earnings25.2M-Flores-ASL
2M-Flores
As part of the 2M-Belebele project, we have produced video recodings of ASL signing for all the dev and devtest
sentences in the original flores200 dataset.
To obtain ASL sign recordings, we provide translators of ASL and native signers with the English text version of the sentences to be recorded.
The interpreters are then asked to translate these sentences into ASL, create glosses for all sentences, and record their interpretations into ASL one sentence at a time.
The… See the full description on the dataset page: https://huggingface.co/datasets/alj68/2M-Flores-ASL.