{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/code/mel-filter-bank","entry":"mel_filter_bank","source":"Syntology graph, per-sample; not an archive number","read_at":"2026-09-24T18:15:14+00:00","claim":"Names are grouped by exact entry-name string. Same-named routines are NOT asserted to be equivalent; 'ran' means executed on a synthesized fixture, not correctness. n_samples_ran = sum of by_status over every status except 'unverified' (ran_draft_wrong and ran_fixture are failures of Syntology's instrument, not of the code); n_papers_ran = papers with at least one such sample.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"},"n_papers":5,"n_papers_ran":0,"units":"n_samples, n_samples_ran, n_samples_fingerprinted and by_status count distinct code bodies (code_sha256); n_places and n_places_pointer_only count places, one per (paper, code body) pair, which is also the unit of the samples list","n_samples":1,"n_samples_ran":0,"n_samples_fingerprinted":0,"n_places":5,"n_places_pointer_only":4,"by_status":{"ran_honours":0,"ran_violates":0,"ran_draft_wrong":0,"ran_fixture":0,"ran":0,"unverified":1},"syntology":{"atlas_url":null,"mcp":null,"mcp_per_sample":{"tool":"get_code","arguments_in":"samples[].mcp_get_code"},"developers":"https://syntology.ai/developers"},"samples":[{"arxiv_id":"2410.19123","paper":"/paper/read-me-refactorizing-llms-as-router","title":"Read-ME: Refactorizing LLMs as Router-Decoupled Mixture of Experts with System Co-Design","date":"2024-10-24","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"VITA-Group/READ-ME","path":"src/transformers/audio_utils.py","file_url":"https://github.com/VITA-Group/READ-ME/blob/HEAD/src/transformers/audio_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"7e7c601df5b22499","mcp_get_code":{"code_sha256":"7e7c601df5b22499"}},{"arxiv_id":"2410.12178","paper":"/paper/model-balancing-helps-low-data-training-and","title":"Model Balancing Helps Low-data Training and Fine-tuning","date":"2024-10-16","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"zihanghliu/modelbalancing","path":"transformers/src/transformers/audio_utils.py","file_url":"https://github.com/zihanghliu/modelbalancing/blob/HEAD/transformers/src/transformers/audio_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"7e7c601df5b22499","mcp_get_code":{"code_sha256":"7e7c601df5b22499"}},{"arxiv_id":"2404.16367","paper":"/paper/learning-syntax-without-planting-trees","title":"Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically","date":"2024-04-25","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"kabirahuja2431/transformers-hg","path":"transformers/src/transformers/audio_utils.py","file_url":"https://github.com/kabirahuja2431/transformers-hg/blob/HEAD/transformers/src/transformers/audio_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"7e7c601df5b22499","mcp_get_code":{"code_sha256":"7e7c601df5b22499"}},{"arxiv_id":"2311.07468","paper":"/paper/are-we-falling-in-a-middle-intelligence-trap","title":"An Analysis and Mitigation of the Reversal Curse","date":"2023-11-13","month_inferred_from_arxiv_id":null,"title_source":"archive","repo":"trestad/mitigating-reversal-curse","path":"transformers/src/transformers/audio_utils.py","file_url":"https://github.com/trestad/mitigating-reversal-curse/blob/HEAD/transformers/src/transformers/audio_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"NONE","inline_ok":false,"code_sha256_prefix":"7e7c601df5b22499","mcp_get_code":{"code_sha256":"7e7c601df5b22499"}},{"arxiv_id":"2024.findings-naacl.117","paper":null,"title":"arXiv:2024.findings-naacl.117","date":null,"month_inferred_from_arxiv_id":null,"title_source":null,"repo":"qqplot/dcpmi","path":"transformers/src/transformers/audio_utils.py","file_url":"https://github.com/qqplot/dcpmi/blob/HEAD/transformers/src/transformers/audio_utils.py","status":"unverified","verification_level":0,"contract_check":null,"metamorphic_tier":null,"behaviour_fingerprint":false,"licence":"MIT","inline_ok":true,"code_sha256_prefix":"7e7c601df5b22499","mcp_get_code":{"code_sha256":"7e7c601df5b22499"}}]}