{"id":"https://openalex.org/W4388999086","doi":"https://doi.org/10.1007/978-981-99-8138-0_5","title":"TPTGAN: Two-Path Transformer-Based Generative Adversarial Network Using Joint Magnitude Masking and\u00a0Complex Spectral Mapping for\u00a0Speech Enhancement","display_name":"TPTGAN: Two-Path Transformer-Based Generative Adversarial Network Using Joint Magnitude Masking and\u00a0Complex Spectral Mapping for\u00a0Speech Enhancement","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4388999086","doi":"https://doi.org/10.1007/978-981-99-8138-0_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-8138-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8138-0_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","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":null,"display_name":"Zhaoyi Liu","orcid":"https://orcid.org/0009-0001-0678-5940"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyi Liu","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0009-0001-0678-5940","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066698803","display_name":"Zhuohang Jiang","orcid":"https://orcid.org/0009-0009-0746-5015"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuohang Jiang","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0009-0009-0746-5015","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114102586","display_name":"Wendian Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wendian Luo","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0009-0005-1112-0336","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052227848","display_name":"Zhuoyao Fan","orcid":"https://orcid.org/0009-0002-1812-7360"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoyao Fan","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0009-0002-1812-7360","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045436964","display_name":"H. Di","orcid":"https://orcid.org/0009-0000-8620-0537"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoda Di","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0009-0000-8620-0537","affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101725020","display_name":"Yufan Long","orcid":"https://orcid.org/0009-0004-8140-4417"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufan Long","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0009-0004-8140-4417","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101769227","display_name":"Haizhou Wang","orcid":"https://orcid.org/0000-0003-1197-5906"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haizhou Wang","raw_affiliation_strings":["School of Cyber Science and Engineering, Sichuan University, Chengdu, 610207, China"],"raw_orcid":"https://orcid.org/0000-0003-1197-5906","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Sichuan University, Chengdu, 610207, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101769227"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18744142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"48","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10860","display_name":"Speech and Audio Processing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pesq","display_name":"PESQ","score":0.9178594350814819},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.766987681388855},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6589905619621277},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.559660017490387},{"id":"https://openalex.org/keywords/spectrogram","display_name":"Spectrogram","score":0.5574129223823547},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.556280255317688},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.4617950916290283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4085177779197693},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.3693504333496094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3356568217277527},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.16971459984779358},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09032520651817322}],"concepts":[{"id":"https://openalex.org/C103734657","wikidata":"https://www.wikidata.org/wiki/Q2739975","display_name":"PESQ","level":4,"score":0.9178594350814819},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.766987681388855},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6589905619621277},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.559660017490387},{"id":"https://openalex.org/C45273575","wikidata":"https://www.wikidata.org/wiki/Q578970","display_name":"Spectrogram","level":2,"score":0.5574129223823547},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.556280255317688},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.4617950916290283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4085177779197693},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.3693504333496094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3356568217277527},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.16971459984779358},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09032520651817322},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-8138-0_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8138-0_5","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2094721231","https://openalex.org/W2144404214","https://openalex.org/W2403555780","https://openalex.org/W2593414223","https://openalex.org/W2603567530","https://openalex.org/W2774389566","https://openalex.org/W2802304149","https://openalex.org/W2889134433","https://openalex.org/W2937484199","https://openalex.org/W2963103134","https://openalex.org/W2963341071","https://openalex.org/W2991361823","https://openalex.org/W2998161426","https://openalex.org/W3015197852","https://openalex.org/W3096893582","https://openalex.org/W3097945073","https://openalex.org/W3113290170","https://openalex.org/W3158779859","https://openalex.org/W3161950572","https://openalex.org/W3191448984","https://openalex.org/W3197729725","https://openalex.org/W3197912330","https://openalex.org/W3201698955","https://openalex.org/W3206809722","https://openalex.org/W4253928870","https://openalex.org/W4304141208","https://openalex.org/W4312570973","https://openalex.org/W6739901393","https://openalex.org/W6812080863","https://openalex.org/W6828894009"],"related_works":["https://openalex.org/W2058482658","https://openalex.org/W3016109656","https://openalex.org/W1973895194","https://openalex.org/W2546593254","https://openalex.org/W3135613579","https://openalex.org/W2166831097","https://openalex.org/W4386746628","https://openalex.org/W4388016426","https://openalex.org/W1980687383","https://openalex.org/W3209446892"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}