{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2021:NA3YIVAM2BUJ7JZUK4M2RZKZYF","short_pith_number":"pith:NA3YIVAM","schema_version":"1.0","canonical_sha256":"683784540cd0689fa7345719a8e559c178c57bef447fe90b456fcf32b61cb760","source":{"kind":"arxiv","id":"2108.00443","version":1},"attestation_state":"computed","paper":{"title":"A Survey on Audio Synthesis and Audio-Visual Multimodal Processing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.SD"],"primary_cat":"eess.AS","authors_text":"Zhaofeng Shi","submitted_at":"2021-08-01T12:35:16Z","abstract_excerpt":"With the development of deep learning and artificial intelligence, audio synthesis has a pivotal role in the area of machine learning and shows strong applicability in the industry. Meanwhile, significant efforts have been dedicated by researchers to handle multimodal tasks at present such as audio-visual multimodal processing. In this paper, we conduct a survey on audio synthesis and audio-visual multimodal processing, which helps understand current research and future trends. This review focuses on text to speech(TTS), music generation and some tasks that combine visual and acoustic informat"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2108.00443","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"eess.AS","submitted_at":"2021-08-01T12:35:16Z","cross_cats_sorted":["cs.SD"],"title_canon_sha256":"9aa351cfbbb9bcabc6befc5c1243d94c8d18f24d5714d35977c478e95d29d127","abstract_canon_sha256":"62b064cf6f9ad3533308a59c0fdfbe321972a8ee6bfe94ac6f17b52311aacc27"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T03:02:23.330068Z","signature_b64":"pmL8kuLVIqQ+MI1MJzIEiAh1huIrqE1Pt40BmysagFe9ByyRoiArL7LxA0cuyUFvKd/u+hsrD4eexxl35jo4Dw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"683784540cd0689fa7345719a8e559c178c57bef447fe90b456fcf32b61cb760","last_reissued_at":"2026-07-05T03:02:23.329657Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T03:02:23.329657Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"A Survey on Audio Synthesis and Audio-Visual Multimodal Processing","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.SD"],"primary_cat":"eess.AS","authors_text":"Zhaofeng Shi","submitted_at":"2021-08-01T12:35:16Z","abstract_excerpt":"With the development of deep learning and artificial intelligence, audio synthesis has a pivotal role in the area of machine learning and shows strong applicability in the industry. Meanwhile, significant efforts have been dedicated by researchers to handle multimodal tasks at present such as audio-visual multimodal processing. In this paper, we conduct a survey on audio synthesis and audio-visual multimodal processing, which helps understand current research and future trends. This review focuses on text to speech(TTS), music generation and some tasks that combine visual and acoustic informat"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2108.00443","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2108.00443/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2108.00443","created_at":"2026-07-05T03:02:23.329719+00:00"},{"alias_kind":"arxiv_version","alias_value":"2108.00443v1","created_at":"2026-07-05T03:02:23.329719+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2108.00443","created_at":"2026-07-05T03:02:23.329719+00:00"},{"alias_kind":"pith_short_12","alias_value":"NA3YIVAM2BUJ","created_at":"2026-07-05T03:02:23.329719+00:00"},{"alias_kind":"pith_short_16","alias_value":"NA3YIVAM2BUJ7JZU","created_at":"2026-07-05T03:02:23.329719+00:00"},{"alias_kind":"pith_short_8","alias_value":"NA3YIVAM","created_at":"2026-07-05T03:02:23.329719+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":1,"internal_anchor_count":1,"sample":[{"citing_arxiv_id":"2509.09717","citing_title":"Testing chatbots on the creation of encoders for audio conditioned image generation","ref_index":90,"is_internal_anchor":true}]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF","json":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF.json","graph_json":"https://pith.science/api/pith-number/NA3YIVAM2BUJ7JZUK4M2RZKZYF/graph.json","events_json":"https://pith.science/api/pith-number/NA3YIVAM2BUJ7JZUK4M2RZKZYF/events.json","paper":"https://pith.science/paper/NA3YIVAM"},"agent_actions":{"view_html":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF","download_json":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF.json","view_paper":"https://pith.science/paper/NA3YIVAM","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2108.00443&json=true","fetch_graph":"https://pith.science/api/pith-number/NA3YIVAM2BUJ7JZUK4M2RZKZYF/graph.json","fetch_events":"https://pith.science/api/pith-number/NA3YIVAM2BUJ7JZUK4M2RZKZYF/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF/action/timestamp_anchor","attest_storage":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF/action/storage_attestation","attest_author":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF/action/author_attestation","sign_citation":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF/action/citation_signature","submit_replication":"https://pith.science/pith/NA3YIVAM2BUJ7JZUK4M2RZKZYF/action/replication_record"}},"created_at":"2026-07-05T03:02:23.329719+00:00","updated_at":"2026-07-05T03:02:23.329719+00:00"}