{"id":24583772,"url":"https://github.com/assemblyai-solutions/asr-benchmarking","last_synced_at":"2025-07-04T07:04:21.353Z","repository":{"id":241665245,"uuid":"807253554","full_name":"AssemblyAI-Solutions/asr-benchmarking","owner":"AssemblyAI-Solutions","description":null,"archived":false,"fork":false,"pushed_at":"2024-06-13T23:40:57.000Z","size":39,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-17T17:25:56.531Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/AssemblyAI-Solutions.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-05-28T18:41:30.000Z","updated_at":"2024-06-13T23:41:00.000Z","dependencies_parsed_at":"2024-05-29T15:40:10.620Z","dependency_job_id":null,"html_url":"https://github.com/AssemblyAI-Solutions/asr-benchmarking","commit_stats":null,"previous_names":["assemblyai-solutions/asr-benchmarking"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/AssemblyAI-Solutions/asr-benchmarking","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AssemblyAI-Solutions%2Fasr-benchmarking","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AssemblyAI-Solutions%2Fasr-benchmarking/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AssemblyAI-Solutions%2Fasr-benchmarking/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AssemblyAI-Solutions%2Fasr-benchmarking/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/AssemblyAI-Solutions","download_url":"https://codeload.github.com/AssemblyAI-Solutions/asr-benchmarking/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/AssemblyAI-Solutions%2Fasr-benchmarking/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263464185,"owners_count":23470473,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-01-24T04:53:41.362Z","updated_at":"2025-07-04T07:04:21.326Z","avatar_url":"https://github.com/AssemblyAI-Solutions.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Open Source ASR Benchmarking\n\n1) Run `pip install -r requirements.txt`\n\n2) Add audio files to `/audios` and add your human transcript labels to `/truth`\n\n3) Add your respective API keys to a `.env` file (depending on the vendors you want to use) in the respective transcriber scripts. See `.env_sample`\n\n4) Run `run_benchmark_local.py` to execute benchmarks on local files\n\n5) If you want to also run benchmarks against a hugging face dataset (the default is librispeech test clean), then you can run run_benchmark_local.py. Note that you will likely need to download librispeech for the first time and change line 88 in `utils.py` to ensure that you are pointing to the correct place that the dataset was loaded in:\n```    \nbase_dir = \"/Users/samflamini/.cache/huggingface/datasets/downloads/extracted\" #note - you should replace this with your path to the hugging face directory in .cache\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fassemblyai-solutions%2Fasr-benchmarking","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fassemblyai-solutions%2Fasr-benchmarking","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fassemblyai-solutions%2Fasr-benchmarking/lists"}