{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T00:03:18Z","timestamp":1770681798416,"version":"3.49.0"},"reference-count":28,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,22]],"date-time":"2024-09-22T00:00:00Z","timestamp":1726963200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,22]],"date-time":"2024-09-22T00:00:00Z","timestamp":1726963200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,22]]},"DOI":"10.1109\/mlsp58920.2024.10734745","type":"proceedings-article","created":{"date-parts":[[2024,11,4]],"date-time":"2024-11-04T18:31:55Z","timestamp":1730745115000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Investigating Passive Filter Pruning for Efficient CNN-Transformer Audio Captioning"],"prefix":"10.1109","author":[{"given":"Xuenan","family":"Xu","sequence":"first","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence X-LANCE Lab,China"}]},{"given":"Arshdeep","family":"Singh","sequence":"additional","affiliation":[{"name":"Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey,UK"}]},{"given":"Mengyue","family":"Wu","sequence":"additional","affiliation":[{"name":"Shanghai Jiao Tong University,MoE Key Lab of Artificial Intelligence X-LANCE Lab,China"}]},{"given":"Wenwu","family":"Wang","sequence":"additional","affiliation":[{"name":"Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey,UK"}]},{"given":"Mark D.","family":"Plumbley","sequence":"additional","affiliation":[{"name":"Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey,UK"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2021-2227"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096643"},{"key":"ref3","article-title":"BEATs-based au-dio captioning model with INSTRUCTOR embedding supervision and ChatGPT mix-up","author":"Wu","year":"2023","journal-title":"DCASE2023 Chal-lenge, Tech. Rep."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746894"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2023-1614"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/taslp.2024.3419446"},{"key":"ref7","article-title":"The lottery ticket hypothe-sis: Finding sparse, trainable neural networks","volume-title":"Proc. ICLR","author":"FrankIe","year":"2018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.07.045"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3007787.3001163"},{"key":"ref10","first-page":"2790","article-title":"Towards optimal struc-tured CNN pruning via generative adversariallearning","volume-title":"Proc. CVPR","author":"Lin","year":"2019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107461"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00160"},{"key":"ref13","article-title":"Toward compact deep neural networks via energy-aware pruning","author":"Yeom","year":"2021","journal-title":"arXiv preprint"},{"key":"ref14","article-title":"Pruning filters for efficient Conv Nets","volume-title":"Proc. ICLR","author":"Li","year":"2017"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3397\/IN_2023_1083"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2022-10714"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10095560"},{"key":"ref18","first-page":"6105","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","volume-title":"Proc. ICML. PMLR","author":"Tan","year":"2019"},{"key":"ref19","first-page":"125","article-title":"HEAR: Holistic evaluation of au-dio representations","author":"Turian","year":"2022","journal-title":"NeurIPS 2021 Competitions and Demonstrations Track"},{"key":"ref20","article-title":"The SJTU sys-tem for DCASE2022 challenge task 6: Audio captioning with audio-text retrieval pre-training","author":"Xu","year":"2022","journal-title":"DCASE2022 Challenge, Tech. Rep."},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.21437\/Interspeech.2023-242"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr.2019.00447"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WASPAA58266.2023.10248103"},{"key":"ref24","article-title":"REPrune: Filter pruning via representative election","author":"Park","year":"2020","journal-title":"ar Xiv preprint"},{"key":"ref25","first-page":"119","article-title":"AudioCaps: Generating captions for audios in the wild","volume-title":"Proc. NAACL","author":"Kim","year":"2019"},{"key":"ref26","first-page":"873","article-title":"Improved image captioning via policy gradient opti-mization of SPIDEr","volume-title":"Proc. CVPR","author":"Liu","year":"2017"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9746427"},{"key":"ref28","first-page":"311","article-title":"BLEU: a Method for Automatic Evaluation of Machine Trans-lation","volume-title":"Proc. ACL","author":"Kishore","year":"2002"}],"event":{"name":"2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)","location":"London, United Kingdom","start":{"date-parts":[[2024,9,22]]},"end":{"date-parts":[[2024,9,25]]}},"container-title":["2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10734669\/10734712\/10734745.pdf?arnumber=10734745","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T11:00:06Z","timestamp":1732705206000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10734745\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,22]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/mlsp58920.2024.10734745","relation":{},"subject":[],"published":{"date-parts":[[2024,9,22]]}}}