{"id":"https://openalex.org/W4389403434","doi":"https://doi.org/10.1109/taslp.2023.3337667","title":"SANet: A Compressed Speech Encoder and Steganography Algorithm Independent Steganalysis Deep Neural Network","display_name":"SANet: A Compressed Speech Encoder and Steganography Algorithm Independent Steganalysis Deep Neural Network","publication_year":2023,"publication_date":"2023-12-06","ids":{"openalex":"https://openalex.org/W4389403434","doi":"https://doi.org/10.1109/taslp.2023.3337667"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2023.3337667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2023.3337667","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101403414","display_name":"Songbin Li","orcid":"https://orcid.org/0000-0001-7243-5159"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Songbin Li","raw_affiliation_strings":["Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100695181","display_name":"Jingang Wang","orcid":"https://orcid.org/0000-0002-2999-3371"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingang Wang","raw_affiliation_strings":["Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China","University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014911461","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0002-5926-3548"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068091748","display_name":"Ke Shi","orcid":"https://orcid.org/0009-0008-6348-5961"},"institutions":[{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Shi","raw_affiliation_strings":["Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China"],"affiliations":[{"raw_affiliation_string":"Hainan Branch, Institute of Acoustics, Chinese Academy of Sciences, Haikou, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101403414"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210099069"],"apc_list":null,"apc_paid":null,"fwci":0.9839,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78545392,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"32","issue":null,"first_page":"680","last_page":"690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/steganalysis","display_name":"Steganalysis","score":0.963807225227356},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.8046637177467346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7304301261901855},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6259862184524536},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6125122904777527},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5805696249008179},{"id":"https://openalex.org/keywords/steganography-tools","display_name":"Steganography tools","score":0.47255584597587585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4677201807498932},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4564518928527832},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33911746740341187},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.1173875629901886},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.051503509283065796}],"concepts":[{"id":"https://openalex.org/C107368093","wikidata":"https://www.wikidata.org/wiki/Q448176","display_name":"Steganalysis","level":4,"score":0.963807225227356},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.8046637177467346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7304301261901855},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6259862184524536},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6125122904777527},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5805696249008179},{"id":"https://openalex.org/C13179402","wikidata":"https://www.wikidata.org/wiki/Q7606662","display_name":"Steganography tools","level":4,"score":0.47255584597587585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4677201807498932},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4564518928527832},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33911746740341187},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.1173875629901886},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.051503509283065796}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2023.3337667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2023.3337667","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G1311753537","display_name":null,"funder_award_id":"QYTS202015","funder_id":"https://openalex.org/F4320336292","funder_display_name":"Institute of Acoustics, Chinese Academy of Sciences"},{"id":"https://openalex.org/G5494345103","display_name":null,"funder_award_id":"QYTS202115","funder_id":"https://openalex.org/F4320336292","funder_display_name":"Institute of Acoustics, Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320336292","display_name":"Institute of Acoustics, Chinese Academy of Sciences","ror":"https://ror.org/00v8rqv75"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1171949029","https://openalex.org/W1558000412","https://openalex.org/W1919811447","https://openalex.org/W1966459070","https://openalex.org/W1995716398","https://openalex.org/W2020463003","https://openalex.org/W2026170051","https://openalex.org/W2049902977","https://openalex.org/W2055690306","https://openalex.org/W2064675550","https://openalex.org/W2081326826","https://openalex.org/W2082241271","https://openalex.org/W2086725848","https://openalex.org/W2124042115","https://openalex.org/W2139334285","https://openalex.org/W2176422748","https://openalex.org/W2243399711","https://openalex.org/W2291347793","https://openalex.org/W2296679486","https://openalex.org/W2325384312","https://openalex.org/W2557199391","https://openalex.org/W2594649210","https://openalex.org/W2734981382","https://openalex.org/W2736227332","https://openalex.org/W2747190806","https://openalex.org/W2781511205","https://openalex.org/W2789773147","https://openalex.org/W2811498942","https://openalex.org/W2884585870","https://openalex.org/W2961527004","https://openalex.org/W2971712232","https://openalex.org/W2982509922","https://openalex.org/W2997035872","https://openalex.org/W3013698467","https://openalex.org/W3015786698","https://openalex.org/W3083348493","https://openalex.org/W3156749266","https://openalex.org/W3159015621","https://openalex.org/W3217652949","https://openalex.org/W4285107948","https://openalex.org/W6739901393","https://openalex.org/W6804704576"],"related_works":["https://openalex.org/W2154118756","https://openalex.org/W129330134","https://openalex.org/W1965991389","https://openalex.org/W2166431153","https://openalex.org/W2158736088","https://openalex.org/W1659544335","https://openalex.org/W2370747589","https://openalex.org/W1974279004","https://openalex.org/W1533972467","https://openalex.org/W2382132779"],"abstract_inverted_index":{"Most":[0],"of":[1,20,31,55,85,101],"the":[2,35,42,53,86,93,97,108,118,131],"existing":[3],"steganalysis":[4,43,56,74],"methods":[5,28],"for":[6,13,162],"low-bit-rate":[7],"compressed":[8,61,109],"speech":[9,16,110,168],"are":[10,115],"specifically":[11],"designed":[12],"a":[14,60,136],"particular":[15],"encoder":[17,66],"or":[18],"category":[19],"steganography":[21,68,88,164],"methods,":[22],"limiting":[23],"their":[24],"generalization":[25],"capability.":[26],"These":[27],"require":[29],"pre-selection":[30],"codewords":[32,94],"affected":[33],"by":[34],"specific":[36,87],"steganographic":[37],"process":[38],"as":[39],"input":[40],"to":[41,47,92,144],"models.":[44],"In":[45],"order":[46],"overcome":[48],"this":[49,123,149],"limitation":[50],"and":[51,67,134],"enhance":[52],"practicality":[54],"algorithms,":[57],"we":[58],"propose":[59],"<bold":[62,69,75],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[63,70,76,81],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">S</b>":[64],"peech":[65],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">A</b>":[71],"lgorithm":[72],"independent":[73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">N</b>":[77],"etwork,":[78],"named":[79],"<italic":[80],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">SANet</i>":[82],".":[83],"Irrespective":[84],"algorithm":[89],"used,":[90],"modifications":[91],"will":[95],"impact":[96],"sequential":[98],"correlation":[99,142],"characteristics":[100,147],"uncompressed":[102,119,132],"domain":[103,120,133],"(time":[104],"domain)":[105],"speech.":[106],"Additionally,":[107],"streams":[111],"from":[112,148],"different":[113,167],"coders":[114],"unified":[116],"in":[117],"format.":[121],"Therefore,":[122],"article":[124],"introduces":[125],"an":[126],"intermediate":[127],"representation":[128],"based":[129],"on":[130],"develops":[135],"neural":[137],"network":[138],"that":[139,154],"utilizes":[140],"collaborative":[141],"features":[143],"extract":[145],"steganography-sensitive":[146],"representation.":[150],"Experimental":[151],"results":[152],"demonstrate":[153],"our":[155],"proposed":[156],"method":[157],"achieves":[158],"state-of-the-art":[159],"detection":[160],"performance":[161],"various":[163],"algorithms":[165],"under":[166],"encoders.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}