open asr datasets - SERP Analysis

https://huggingface.co/spaces/hf-audio/open_asr_leaderboard

https://openslr.org/resources.php

https://github.com/Rumeysakeskin/Speech-Datasets-for-ASR

https://paperswithcode.com/datasets?task=automatic-speech-recognition

https://github.com/jim-schwoebel/voice_datasets

https://medium.com/%40nadirapovey/6-speech-recognition-dataset-for-asr-730f553f043d

https://www.openslr.org/12

https://commonvoice.mozilla.org/datasets

https://www.kaggle.com/datasets?search=ASR

https://waywithwords.net/resource/open-source-speech-data-resources/

https://huggingface.co/datasets/openslr/librispeech_asr

https://paperswithcode.com/datasets?mod=speech&task=speech-recognition

https://data.torontopolice.on.ca/pages/asr-open-data

https://www.magicdatatech.com/datasets/asr

https://registry.opendata.aws/asr-error-robustness/

https://labelyourdata.com/articles/natural-language-processing/automatic-speech-recognition

https://www.nist.gov/itl/iad/mig/openasr-challenge

https://www.kaggle.com/datasets?tags=16683-Automatic%2BSpeech%2BRecognition

https://commonvoice.mozilla.org/

https://docs.nvidia.com/nemo-framework/user-guide/latest/nemotoolkit/asr/intro.html

https://www.linkedin.com/posts/vaibhavs10_introducing-the-open-asr-leaderboard-ranking-activity-7105599877585227776-LVVw

https://arxiv.org/html/2412.13788v1

https://ai4bharat.iitm.ac.in/areas/asr

https://arxiv.org/abs/2502.00421

https://www.reddit.com/r/MachineLearning/comments/16cnez1/r_open_asr_leaderboard/

https://ai.meta.com/blog/a-new-open-data-set-for-multilingual-speech-research/

https://www.reddit.com/r/LocalLLaMA/comments/1gw13fx/crisperwhisper_ranks_2_on_open_asr_leaderboard/

https://medium.com/%40klintcho/creating-an-open-speech-recognition-dataset-for-almost-any-language-c532fb2bc0cf

https://thegradient.pub/new-datasets-to-democratize-speech-recognition-technology-2/

https://papers.nips.cc/paper_files/paper/2024/file/69bddcea866e8210cf483769841282dd-Paper-Datasets_and_Benchmarks_Track.pdf

https://www.degruyterbrill.com/document/doi/10.1515/psicl-2023-0019/html?lang=en&srsltid=AfmBOopkJyhPRJaAxRccY2YYlzU3wRlDsck5CTSe0bH54EFzH_6aa_mw

https://mlcommons.org/datasets/peoples-speech/

https://dataoceanai.com/data-open-source-gigaspeech-2-30000-hours-of-southeast-asian-multilingual-speech-recognition-open-source-dataset-released/

https://zindi.africa/competitions/google-asr-hack-series-west-africa-asr-challenge

https://proceedings.neurips.cc/paper_files/paper/2023/file/6492267465a7ac507be1f9fd1174e78d-Paper-Datasets_and_Benchmarks.pdf

https://www.codabench.org/competitions/6849/?secret_key=f960b443-3cac-4a9b-9044-c902561a0ede

https://www.linkedin.com/posts/imohitmayank_open-asr-leaderboard-ranks-open-source-activity-7105784005001687040-uolC

https://aclanthology.org/2024.emnlp-main.771.pdf

https://openreview.net/forum?id=OCrxDanhoO

https://www.sciencedirect.com/science/article/pii/S1877050923020185

https://ui.adsabs.harvard.edu/abs/2024arXiv240502132G/abstract

https://towardsdatascience.com/40-open-source-audio-datasets-for-ml-59dc39d48f06/

https://www.researchgate.net/publication/342197515_Exploration_of_End-to-End_ASR_for_OpenSTT_--_Russian_Open_Speech-to-Text_Dataset

https://learn.microsoft.com/en-us/azure/open-datasets/dataset-open-speech-text

https://mpathic.ai/open-source-vs-commercial-speech-ai-the-annomi-dataset-challenge/

https://www.gladia.io/blog/best-open-source-speech-to-text-models

https://datasets.appen.com/

https://ieeexplore.ieee.org/document/9383608/

https://scribe-project.github.io/data/

https://www.rev.com/blog/introducing-reverb-open-source-asr-diarization

https://www.isca-archive.org/interspeech_2024/jin24_interspeech.pdf

https://ai.meta.com/datasets/speech-fairness-dataset/

https://aclanthology.org/2025.coling-main.336.pdf

https://www.businesswire.com/news/home/20240924609911/en/Dataocean-AI-Has-Participated-in-Creating-the-Open-Source-Dataset-GigaSpeech-2-A-Large-Scale-and-Multi-Domain-ASR-Corpus-for-Low-Resource-Languages

https://cdn.openai.com/papers/whisper.pdf

https://www.graphcore.ai/posts/fine-tune-openais-whisper-automatic-speech-recognition-asr-model

https://www.marktechpost.com/2021/01/29/facebook-ai-releases-multilingual-librispeech-mls-a-large-scale-open-source-data-set-designed-to-help-advance-research-in-automatic-speech-recognition-asr/

https://fosspost.org/open-source-speech-recognition

https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00627/118796/AfriSpeech-200-Pan-African-Accented-Speech-Dataset

https://www.nist.gov/document/openasr20-challenge-evaluation-plan

https://news.ycombinator.com/item?id=19273000

https://learnopencv.com/fine-tuning-whisper-on-custom-dataset/

https://ui.adsabs.harvard.edu/abs/2024arXiv240800005J/abstract

https://pmc.ncbi.nlm.nih.gov/articles/PMC10548127/

https://www.atco2.org/data

https://deepgram.com/learn/benchmarking-top-open-source-speech-models

https://www.researchgate.net/publication/384115478_ASR_Benchmarking_Need_for_a_More_Representative_Conversational_Dataset

https://magichub.com/datasets/magicdata-ramc/

https://waywithwords.net/resource/speech-datasets-for-african-languages/

https://twitter.com/reach_vb/status/1699831026946830393

https://picovoice.ai/docs/benchmark/stt/

https://www.wavlab.org/open_source

https://forums.developer.nvidia.com/t/challenges-in-fine-tuning-an-asian-language-asr-model-with-an-open-source-dataset/286832

https://seacrowd.github.io/seacrowd-catalogue/

https://en.data-baker.com/datasets/freeDatasets

https://openreview.net/forum?id=ZWM1Rx2cGX&referrer=%5Bthe%20profile%20of%20Hongfei%20Xue%5D(%2Fprofile%3Fid%3D~Hongfei_Xue2)

https://www.manuscriptlink.com/society/kics/media?key=kics/conference/icaiic2024/1570978467.pdf

https://colab.research.google.com/github/sanchit-gandhi/notebooks/blob/main/audio_datasets_colab.ipynb

https://machinelearning.apple.com/research/personalizing-asr-models

https://datasets.activeloop.ai/docs/ml/datasets/librispeech-dataset/

https://www.futurebeeai.com/blog/automatic-speech-recognition-and-types-of-speech-datasets

https://www.mdpi.com/2079-9292/13/21/4227

https://www.bmz-digital.global/wp-content/uploads/2022/08/Study-on-Open-Voice-Data-in-Indian-Languages_GIZ-BizAugmentor.pdf

https://www.codabench.org/competitions/5942/?secret_key=ebeccaa4-14b4-426d-915f-9e523711ad9b

https://ieee-dataport.org/open-access/masc-massive-arabic-speech-corpus

https://deepai.org/publication/exploration-of-end-to-end-asr-for-openstt-russian-open-speech-to-text-dataset

https://www.marktechpost.com/2025/05/05/nvidia-open-sources-parakeet-tdt-0-6b-achieving-a-new-standard-for-automatic-speech-recognition-asr-and-transcribes-an-hour-of-audio-in-one-second/

https://www.themoonlight.io/en/review/unveiling-the-potential-of-llm-based-asr-on-chinese-open-source-datasets

https://www.sciencedirect.com/science/article/pii/S2352340923008582

https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/file/0336dcbab05b9d5ad24f4333c7658a0e-Paper-round2.pdf

https://slator.com/facebook-ai-open-sources-new-multilingual-automatic-speech-recognition-data-set/

https://www.twine.net/blog/mandarin-chinese-langauge-datasets/

https://ouci.dntb.gov.ua/en/works/9Z0Lg5b4/

https://openai.com/index/whisper/

https://issai.nu.edu.kz/multilingual-asr/

https://paperswithcode.com/datasets?q=&v=lst&o=newest&task=automatic-speech-recognition&page=1

https://www.isca-archive.org/interspeech_2022/peterson22_interspeech.pdf

https://sova.ai/dataset/

https://data.public.lu/en/datasets/dataset-for-finetuning-a-luxembourgish-automatic-speech-recognition/