{"id":35496,"name":"asaca-automatic-speech-analysis-for-cognitive-assessment","description":"Transform speech into cognitive assessments with ASACA. Achieve accurate predictions and low error rates using our end-to-end toolkit. 🚀🔧","url":"https://github.com/alissander/asaca-automatic-speech-analysis-for-cognitive-assessment","last_synced_at":"2025-09-05T06:44:35.319Z","repository":{"id":302376421,"uuid":"1012200820","full_name":"Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment","owner":"Alissander","description":"Transform speech into cognitive assessments with ASACA. Achieve accurate predictions and low error rates using our end-to-end toolkit. 🚀🔧","archived":false,"fork":false,"pushed_at":"2025-07-02T03:27:27.000Z","size":803,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-07-02T04:30:28.024Z","etag":null,"topics":["ai","classification","deep-learning","feature-engineering","feature-extraction","machine-learning","multimodal","praat","python","python-script","shap","speech","speech-analysis","speech-and-language-processing","speech-to-text","training","wav2vec2","wav2vec2ctc"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Alissander.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-07-02T01:25:28.000Z","updated_at":"2025-07-02T03:27:30.000Z","dependencies_parsed_at":"2025-07-02T04:40:58.657Z","dependency_job_id":null,"html_url":"https://github.com/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment","commit_stats":null,"previous_names":["alissander/asaca-automatic-speech-analysis-for-cognitive-assessment"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alissander%2FASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alissander%2FASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alissander%2FASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alissander%2FASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alissander","download_url":"https://codeload.github.com/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Alissander%2FASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273723203,"owners_count":25156303,"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","status":"online","status_checked_at":"2025-09-05T02:00:09.113Z","response_time":402,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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"}},"owner":{"login":"Alissander","name":null,"uuid":"14987020","kind":"user","description":null,"email":"","website":null,"location":null,"twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/14987020?v=4","repositories_count":1,"last_synced_at":"2025-07-02T04:30:28.382Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/Alissander","funding_links":[],"total_stars":0,"followers":0,"following":0,"created_at":"2025-07-02T04:30:28.405Z","updated_at":"2025-07-02T04:30:28.405Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alissander","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Alissander/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"alissander/asaca-automatic-speech-analysis-for-cognitive-assessment","html_url":"https://github.com/alissander/asaca-automatic-speech-analysis-for-cognitive-assessment","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-05T06:43:43.980Z","updated_at":"2025-09-05T06:43:43.980Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alissander%2Fasaca-automatic-speech-analysis-for-cognitive-assessment","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/alissander%2Fasaca-automatic-speech-analysis-for-cognitive-assessment/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-05T00:00:10.444Z","repositories_count":10087320,"issues_count":31306968,"pull_requests_count":96469683,"authors_count":10696025,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"ReleaseEvent":1,"PushEvent":14,"CreateEvent":3},"last_year":{"ReleaseEvent":1,"PushEvent":14,"CreateEvent":3}},"keywords":["ai","classification","deep-learning","feature-engineering","feature-extraction","machine-learning","multimodal","praat","python","python-script","shap","speech","speech-analysis","speech-and-language-processing","speech-to-text","training","wav2vec2","wav2vec2ctc"],"dependencies":[{"ecosystem":"docker","filepath":"Dockerfile","sha":null,"kind":"manifest","created_at":"2025-07-02T04:40:56.991Z","updated_at":"2025-07-02T04:40:56.991Z","repository_link":"https://github.com/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/blob/main/Dockerfile","dependencies":[{"id":23927367259,"package_name":"python","ecosystem":"docker","requirements":"3.11-slim","direct":true,"kind":"build","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2025-07-02T04:40:57.088Z","updated_at":"2025-07-02T04:40:57.088Z","repository_link":"https://github.com/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/blob/main/pyproject.toml","dependencies":[{"id":23927367649,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.24","direct":true,"kind":"runtime","optional":false},{"id":23927367650,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.5","direct":true,"kind":"runtime","optional":false},{"id":23927367651,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.10","direct":true,"kind":"runtime","optional":false},{"id":23927367652,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=1.3","direct":true,"kind":"runtime","optional":false},{"id":23927367653,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.66","direct":true,"kind":"runtime","optional":false},{"id":23927367654,"package_name":"sympy","ecosystem":"pypi","requirements":"\u003e=1.12","direct":true,"kind":"runtime","optional":false},{"id":23927367655,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927367656,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927367657,"package_name":"torchaudio","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927367658,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.4","direct":true,"kind":"runtime","optional":false},{"id":23927367659,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.38","direct":true,"kind":"runtime","optional":false},{"id":23927367660,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=2.18","direct":true,"kind":"runtime","optional":false},{"id":23927367661,"package_name":"evaluate","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927367662,"package_name":"safetensors","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927367663,"package_name":"soundfile","ecosystem":"pypi","requirements":"\u003e=0.12","direct":true,"kind":"runtime","optional":false},{"id":23927367664,"package_name":"librosa","ecosystem":"pypi","requirements":"\u003e=0.10","direct":true,"kind":"runtime","optional":false},{"id":23927367665,"package_name":"resampy","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927367666,"package_name":"ctc-segmentation","ecosystem":"pypi","requirements":"\u003e=1.7","direct":true,"kind":"runtime","optional":false},{"id":23927367838,"package_name":"ctc-decoder","ecosystem":"pypi","requirements":"@ git+https://github.com/githubharald/CTCDecoder.git@6b5c3dd","direct":true,"kind":"runtime","optional":false},{"id":23927367854,"package_name":"webrtcvad","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927367855,"package_name":"praat-parselmouth","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927367997,"package_name":"pronouncing","ecosystem":"pypi","requirements":"\u003e=0.2","direct":true,"kind":"runtime","optional":false},{"id":23927368143,"package_name":"pyctcdecode","ecosystem":"pypi","requirements":"\u003e=0.5","direct":true,"kind":"runtime","optional":false},{"id":23927368245,"package_name":"jiwer","ecosystem":"pypi","requirements":"\u003e=3.0","direct":true,"kind":"runtime","optional":false},{"id":23927368246,"package_name":"pyannote.audio","ecosystem":"pypi","requirements":"\u003e=3.1","direct":true,"kind":"runtime","optional":false},{"id":23927368247,"package_name":"pyannote.core","ecosystem":"pypi","requirements":"\u003e=5.0","direct":true,"kind":"runtime","optional":false},{"id":23927368286,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.7","direct":true,"kind":"runtime","optional":false},{"id":23927368287,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=10.2","direct":true,"kind":"runtime","optional":false},{"id":23927368288,"package_name":"shap","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368289,"package_name":"psutil","ecosystem":"pypi","requirements":"\u003e=5.9","direct":true,"kind":"runtime","optional":false},{"id":23927368290,"package_name":"openpyxl","ecosystem":"pypi","requirements":"\u003e=3.1","direct":true,"kind":"runtime","optional":false},{"id":23927368291,"package_name":"nltk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368292,"package_name":"PyYAML","ecosystem":"pypi","requirements":"\u003e=6.0","direct":true,"kind":"runtime","optional":false},{"id":23927368293,"package_name":"pyqt5","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368294,"package_name":"pyqtgraph","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368295,"package_name":"reportlab","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-dev.txt","sha":null,"kind":"manifest","created_at":"2025-07-02T04:40:58.473Z","updated_at":"2025-07-02T04:40:58.473Z","repository_link":"https://github.com/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/blob/main/requirements-dev.txt","dependencies":[{"id":23927368340,"package_name":"ruff","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":23927368341,"package_name":"black","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":23927368342,"package_name":"pre-commit","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":23927368343,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false},{"id":23927368344,"package_name":"mypy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"development","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2025-07-02T04:40:58.550Z","updated_at":"2025-07-02T04:40:58.550Z","repository_link":"https://github.com/Alissander/ASACA-Automatic-Speech-Analysis-for-Cognitive-Assessment/blob/main/requirements.txt","dependencies":[{"id":23927368361,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.24.4","direct":true,"kind":"runtime","optional":false},{"id":23927368362,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.5","direct":true,"kind":"runtime","optional":false},{"id":23927368363,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.10","direct":true,"kind":"runtime","optional":false},{"id":23927368364,"package_name":"joblib","ecosystem":"pypi","requirements":"\u003e=1.3","direct":true,"kind":"runtime","optional":false},{"id":23927368365,"package_name":"tqdm","ecosystem":"pypi","requirements":"\u003e=4.66","direct":true,"kind":"runtime","optional":false},{"id":23927368366,"package_name":"sympy","ecosystem":"pypi","requirements":"\u003e=1.12","direct":true,"kind":"runtime","optional":false},{"id":23927368367,"package_name":"torch","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368368,"package_name":"torchaudio","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368369,"package_name":"torchvision","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368370,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.4","direct":true,"kind":"runtime","optional":false},{"id":23927368371,"package_name":"transformers","ecosystem":"pypi","requirements":"\u003e=4.38","direct":true,"kind":"runtime","optional":false},{"id":23927368372,"package_name":"datasets","ecosystem":"pypi","requirements":"\u003e=2.18","direct":true,"kind":"runtime","optional":false},{"id":23927368373,"package_name":"evaluate","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927368374,"package_name":"safetensors","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927368375,"package_name":"soundfile","ecosystem":"pypi","requirements":"\u003e=0.12","direct":true,"kind":"runtime","optional":false},{"id":23927368376,"package_name":"librosa","ecosystem":"pypi","requirements":"\u003e=0.10","direct":true,"kind":"runtime","optional":false},{"id":23927368377,"package_name":"resampy","ecosystem":"pypi","requirements":"\u003e=0.4","direct":true,"kind":"runtime","optional":false},{"id":23927368378,"package_name":"ctc-segmentation","ecosystem":"pypi","requirements":"\u003e=1.7","direct":true,"kind":"runtime","optional":false},{"id":23927368379,"package_name":"webrtcvad","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368380,"package_name":"praat-parselmouth","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368381,"package_name":"pronouncing","ecosystem":"pypi","requirements":"\u003e=0.2","direct":true,"kind":"runtime","optional":false},{"id":23927368382,"package_name":"pyctcdecode","ecosystem":"pypi","requirements":"\u003e=0.5","direct":true,"kind":"runtime","optional":false},{"id":23927368383,"package_name":"jiwer","ecosystem":"pypi","requirements":"\u003e=3.0","direct":true,"kind":"runtime","optional":false},{"id":23927368384,"package_name":"pyannote.audio","ecosystem":"pypi","requirements":"\u003e=3.1","direct":true,"kind":"runtime","optional":false},{"id":23927368385,"package_name":"pyannote.core","ecosystem":"pypi","requirements":"\u003e=5.0","direct":true,"kind":"runtime","optional":false},{"id":23927368386,"package_name":"nltk","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368387,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.7","direct":true,"kind":"runtime","optional":false},{"id":23927368388,"package_name":"pillow","ecosystem":"pypi","requirements":"\u003e=10.2","direct":true,"kind":"runtime","optional":false},{"id":23927368389,"package_name":"shap","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":23927368390,"package_name":"PyQt5","ecosystem":"pypi","requirements":"\u003e=5.15","direct":true,"kind":"runtime","optional":false},{"id":23927368391,"package_name":"pyqtgraph","ecosystem":"pypi","requirements":"\u003e=0.13","direct":true,"kind":"runtime","optional":false},{"id":23927368392,"package_name":"reportlab","ecosystem":"pypi","requirements":"\u003e=4.0","direct":true,"kind":"runtime","optional":false},{"id":23927368393,"package_name":"psutil","ecosystem":"pypi","requirements":"\u003e=5.9","direct":true,"kind":"runtime","optional":false},{"id":23927368394,"package_name":"openpyxl","ecosystem":"pypi","requirements":"\u003e=3.1","direct":true,"kind":"runtime","optional":false},{"id":23927368395,"package_name":"PyYAML","ecosystem":"pypi","requirements":"\u003e=6.0","direct":true,"kind":"runtime","optional":false}]}],"score":null,"created_at":"2025-09-04T15:51:08.980Z","updated_at":"2025-10-07T08:14:45.437Z","avatar_url":"https://github.com/Alissander.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/35496","html_url":"https://science.ecosyste.ms/projects/35496"}