datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
open-asr-leaderboard
ESB Test Sets: Parquet & Sorted
This dataset takes the open-asr-leaderboard/datasets-test-only data and sorts each split by audio length.
The format is also changed, from custom loading script (un-safe remote code) to parquet (safe).
Broadly speaking, this dataset was generated with the following code-snippet:
from datasets import load_dataset, get_dataset_config_names
DATASET = "open-asr-leaderboard/datasets-test-only" # dataset to load from
HUB_DATASET_ID =… See the full description on the dataset page: https://huggingface.co/datasets/hf-audio/open-asr-leaderboard.asr-leaderboard-datasets
ASR Leaderboard Datasets
This repository contains test splits from multiple speech corpora, including FLEURS, Common Voice (MCV), and Multilingual LibriSpeech (MLS).
How to Load
To load a specific subset, use load_dataset with the corresponding config_name in the format <set>_<lang>.
from datasets import load_dataset
# Load the FLEURS dataset for Bulgarian
fleurs_bg = load_dataset("nithinraok/asr-leaderboard-datasets", "fleurs_bg")
print(fleurs_bg)
# Load the MCV… See the full description on the dataset page: https://huggingface.co/datasets/nithinraok/asr-leaderboard-datasets.open-asr-leaderboard
ESB Test Sets: Parquet & Sorted
This dataset takes the open-asr-leaderboard/datasets-test-only data and sorts each split by audio length.
The format is also changed, from custom loading script (un-safe remote code) to parquet (safe).
Broadly speaking, this dataset was generated with the following code-snippet:
from datasets import load_dataset, get_dataset_config_names
DATASET = "open-asr-leaderboard/datasets-test-only" # dataset to load from
HUB_DATASET_ID =… See the full description on the dataset page: https://huggingface.co/datasets/huggingworld/open-asr-leaderboard.open-asr-leaderboard-multilingual-datasets
ASR Leaderboard Datasets
This repository contains test splits from multiple speech corpora, including FLEURS, Common Voice (MCV), and Multilingual LibriSpeech (MLS).
How to Load
To load a specific subset, use load_dataset with the corresponding config_name in the format <set>_<lang>.
from datasets import load_dataset
# Load the FLEURS dataset for Bulgarian
fleurs_bg = load_dataset("nithinraok/asr-leaderboard-datasets", "fleurs_bg")
print(fleurs_bg)
# Load the… See the full description on the dataset page: https://huggingface.co/datasets/hf-audio/open-asr-leaderboard-multilingual-datasets.MonsoonASR-Open-ASR-leaderboard-en-IN
Voice Arena Monsoon en-IN (public test)
Part of the Open ASR Leaderboard, in the main board's default column set, so it contributes to the headline Average WER for every model listed.
A conversational Indian English ASR test set that records who was speaking, not only what
was said. Every clip carries twelve speaker attributes — gender, age, native district
and state, education, occupation, income band, handset — so a difference between two
systems can be traced to a group of… See the full description on the dataset page: https://huggingface.co/datasets/VoiceArena/MonsoonASR-Open-ASR-leaderboard-en-IN.asr-leaderboard-longform
ASR Leaderboard: Longform Test Sets
This dataset provides three longform ASR benchmark test sets — Earnings-21, Earnings-22, and TED-LIUM — used in the Hugging Face ASR Leaderboard.
Each dataset is provided in a standardized, Parquet format, ensuring safe, efficient loading through the Hugging Face datasets library.
This collection is designed for evaluating longform automatic speech recognition (ASR) models under real-world conditions such as extended audio segments… See the full description on the dataset page: https://huggingface.co/datasets/hf-audio/asr-leaderboard-longform.open-asr-leaderboard
ESB Test Sets: Parquet & Sorted
This dataset takes the open-asr-leaderboard/datasets-test-only data and sorts each split by audio length.
The format is also changed, from custom loading script (un-safe remote code) to parquet (safe).
Broadly speaking, this dataset was generated with the following code-snippet:
from datasets import load_dataset, get_dataset_config_names
DATASET = "open-asr-leaderboard/datasets-test-only" # dataset to load from
HUB_DATASET_ID =… See the full description on the dataset page: https://huggingface.co/datasets/bezzam/open-asr-leaderboard.MonsoonASR-Open-ASR-leaderboard-hi-IN
Voice Arena Monsoon hi (public test)
Part of the Open ASR Leaderboard, on the Multilingual tab, where a model is ranked only if it supports every selected language.
A conversational Hindi ASR test set that records who was speaking, not only what
was said. Every clip carries twelve speaker attributes — gender, age, native district
and state, education, occupation, income band, handset — so a difference between two
systems can be traced to a group of speakers instead of… See the full description on the dataset page: https://huggingface.co/datasets/VoiceArena/MonsoonASR-Open-ASR-leaderboard-hi-IN.asr-leaderboard-datasets
Afrivoice and Amharic configs
These configs were added by _data-prep-gsma/prep_final.py and
_data-prep-gsma/prep_amharic.py in the gsma-asr-bench
project. All Afrivoice rows are test-only: each config below contains
exactly the held-out evaluation partition from the upstream dataset.
Common schema (identical across the three configs):
column
type
notes
file_name
string
stable per-config identifier
audio
Audio(sampling_rate=16000)
mono
duration
float64
seconds… See the full description on the dataset page: https://huggingface.co/datasets/SaarAI/asr-leaderboard-datasets.leaderboard_dataopen-asr-leaderboard-cleanedasr-leaderboard-datasets-ptbrVietnamese-asr-leaderboard
📊 Vietnamese Open ASR Evaluation Dataset Storage
Kho lưu trữ dữ liệu nhãn bảo mật (Ground Truth) phục vụ cho hệ thống Vietnamese Open ASR Leaderboard. Toàn bộ dữ liệu được tổng hợp từ 9 bộ dữ liệu tiếng Việt công khai lớn nhất hiện nay, sau đó trải qua quy trình chuẩn hóa văn bản nghiêm ngặt để làm thước đo chuẩn mực đánh giá hiệu năng các mô hình nhận dạng giọng nói (ASR).
[!TIP]
🚀 NỘP BÀI ĐÁNH GIÁ TẠI ĐÂY:
📈 1. Bảng Thống Kê Chi Tiết Hệ Dữ Liệu… See the full description on the dataset page: https://huggingface.co/datasets/VietAudio-team/Vietnamese-asr-leaderboard.open-asr-leaderboard
ESB Test Sets: Parquet & Sorted
This dataset takes the open-asr-leaderboard/datasets-test-only data and sorts each split by audio length.
The format is also changed, from custom loading script (un-safe remote code) to parquet (safe).
Broadly speaking, this dataset was generated with the following code-snippet:
from datasets import load_dataset, get_dataset_config_names
DATASET = "open-asr-leaderboard/datasets-test-only" # dataset to load from
HUB_DATASET_ID =… See the full description on the dataset page: https://huggingface.co/datasets/cifkao/open-asr-leaderboard.open-asr-leaderboard-multilingual-datasets
Open ASR Leaderboard Armenian Test Datasets
This private repository holds leaderboard-compatible Armenian test
configurations while their integration is being validated.
Configurations
fleurs_hy
Source: google/fleurs,
configuration hy_am, test split
Reviewed reference changes:
Metric-AI/fleurs-corrections,
test split
932 recordings; all 314 reviewed corrections were matched to the original
source transcript and applied
mcv_hy… See the full description on the dataset page: https://huggingface.co/datasets/Metric-AI/open-asr-leaderboard-multilingual-datasets.urgent26_track1_leaderboard_validationleaderboard-asr-v6leaderboard-asr-v3leaderboard-asr-v2leaderboard-speech-cleanopen-asr-leaderboard-multilingual-datasets
Open ASR Leaderboard Chinese Test Set (FLEURS)
This repository holds a test-only copy of the Mandarin Chinese test split of
google/fleurs (config cmn_hans_cn, split test).
It is used for the Chinese column of the Open ASR Leaderboard
(huggingface/open_asr_leaderboard#147).
The layout matches the FLEURS configs in
hf-audio/open-asr-leaderboard-multilingual-datasets,
so this config may later be merged into that repository.
How to load
from datasets import… See the full description on the dataset page: https://huggingface.co/datasets/steven0226/open-asr-leaderboard-multilingual-datasets.