{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:NDZSRUR7FPP7A3XFCJC63444KG","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"de927b18873ed0ccf6e9f2cb7a77164fdcb6483a1a6e34c34ccf209e551536c0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-11-12T18:33:21Z","title_canon_sha256":"5281d193073db0e000712fc8d14998bea06d695fdc24465fcb9ec6d7d7bd56ff"},"schema_version":"1.0","source":{"id":"1811.04897","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1811.04897","created_at":"2026-05-18T00:01:02Z"},{"alias_kind":"arxiv_version","alias_value":"1811.04897v1","created_at":"2026-05-18T00:01:02Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1811.04897","created_at":"2026-05-18T00:01:02Z"},{"alias_kind":"pith_short_12","alias_value":"NDZSRUR7FPP7","created_at":"2026-05-18T12:32:40Z"},{"alias_kind":"pith_short_16","alias_value":"NDZSRUR7FPP7A3XF","created_at":"2026-05-18T12:32:40Z"},{"alias_kind":"pith_short_8","alias_value":"NDZSRUR7","created_at":"2026-05-18T12:32:40Z"}],"graph_snapshots":[{"event_id":"sha256:947a1fb9cf4c652daad1a26c059fdded3fc480fc623f9300d4ae9ac5c9a27eb9","target":"graph","created_at":"2026-05-18T00:01:02Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"paper":{"abstract_excerpt":"Attention-based methods and Connectionist Temporal Classification (CTC) network have been promising research directions for end-to-end Automatic Speech Recognition (ASR). The joint CTC/Attention model has achieved great success by utilizing both architectures during multi-task training and joint decoding. In this work, we present a novel Multi-Encoder Multi-Resolution (MEMR) framework based on the joint CTC/Attention model. Two heterogeneous encoders with different architectures, temporal resolutions and separate CTC networks work in parallel to extract complimentary acoustic information. A hi","authors_text":"Hynek Hermansky, Ruizhi Li, Shinji Watanabe, Sri Harish Mallidi, Takaaki Hori, Xiaofei Wang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-11-12T18:33:21Z","title":"Multi-encoder multi-resolution framework for end-to-end speech recognition"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1811.04897","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:e56dcb4134ba1df4aeb4963150776f7735605c348330c1463add77a30838b3e8","target":"record","created_at":"2026-05-18T00:01:02Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"de927b18873ed0ccf6e9f2cb7a77164fdcb6483a1a6e34c34ccf209e551536c0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-11-12T18:33:21Z","title_canon_sha256":"5281d193073db0e000712fc8d14998bea06d695fdc24465fcb9ec6d7d7bd56ff"},"schema_version":"1.0","source":{"id":"1811.04897","kind":"arxiv","version":1}},"canonical_sha256":"68f328d23f2bdff06ee51245edf39c519fa6215739f44768b7f56a7915336e1b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"68f328d23f2bdff06ee51245edf39c519fa6215739f44768b7f56a7915336e1b","first_computed_at":"2026-05-18T00:01:02.138368Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:01:02.138368Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Oh2upGCWSBC7jpoQB8270F+SA+t9qBE82WS/WTpdODGjYvzwcX3ez7Tz/lufCpUilUxmYaBkyQqO59UKCrOIBA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:01:02.138964Z","signed_message":"canonical_sha256_bytes"},"source_id":"1811.04897","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e56dcb4134ba1df4aeb4963150776f7735605c348330c1463add77a30838b3e8","sha256:947a1fb9cf4c652daad1a26c059fdded3fc480fc623f9300d4ae9ac5c9a27eb9"],"state_sha256":"799fb68b866b3f2d3add830682dde4370a32f8ac08dabc0de16422d08caa7da7"}