Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:33:00.029793Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 1 inbound Pith citation observation for arXiv:2412.16507.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T10:33:00.029793Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T18:38:18.711303Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T18:38:19.171264Z
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 46c0656a-e470-49f6-a5a0-f4d0e16ea4bb · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Un- supervised cross-lingual representation learning for speech recognition,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cc5b996d-cae4-484e-b484-1ab85f675bce · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Robust speech recognition via large-scale weak supervision,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f628978f-9391-44e7-94be-57ea73fbe758 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Scaling speech technol- ogy to 1,000+ languages,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8363493f-c564-4baf-acb4-68f128fb7ec9 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Mamba in Speech: Towards an Alternative to Self-Attention
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 949fb0ab-a294-443d-bb77-057b4e578246 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9ef35ce9-1b83-4f69-af62-657e14b30272 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding SUPERB: Speech processing universal performance benchmark,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 366c9f80-3eff-44e6-a749-032c8ec8d660 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 233ce39f-64b5-4ad8-883f-6f50be859a94 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5642ff73-68cb-43f7-b144-01a6923da4fa · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Waveform-domain speech enhancement using spectrogram encoding for robust speech recognition,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 45ddec9a-b510-4da2-9b63-0934ec8d810a · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Rethinking Mamba in Speech Processing by Self-Supervised Models
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e7ef3cc-315e-441d-b5a7-27fbb17e7cb9 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Iterative prototype refinement for ambiguous speech emotion recognition,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ab5079e1-3589-4e23-a19e-86c2a2df8d9f · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding On the effectiveness of asr representations in real-world noisy speech emotion recognition,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fa308ffc-c873-4914-8d03-8d88353bf713 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Developing vocal system impaired patient-aimed voice quality assessment approach using ASR representation-included multiple features
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b6ccad94-e645-47bf-9314-6a11f5dbf2f0 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Multimodal Fusion of Music Theory- Inspired and Self-Supervised Representations for Improved Emotion Recognition,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 82b3d84d-03f5-4838-9752-365fb236ff69 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7fc01964-373e-4262-b1a4-9e31fa197736 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Representation Learning with Contrastive Predictive Coding
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3b21b7e-311f-42e7-acd1-2862a4d7b516 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding MERLIon CCS Challenge: A English-Mandarin code-switching child- directed speech corpus for language identification and diarization,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1079f6af-b0e9-43bf-a657-9fd180902421 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Monolingual Recognizers Fusion for Code-switching Speech Recognition
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e0122b3e-b874-40b7-8342-14da5b238cd8 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Language-specific characteristic assistance for code-switching speech recognition,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eb41cc8c-1691-48ff-aaaa-c1f04f351e9a · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Exploration of Adapter for Noise Robust Automatic Speech Recognition
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3f3399b-2075-48f4-97e4-749e1cbb5910 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Speech emotion recogni- tion with multi-level acoustic and semantic information extraction and interaction,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4d1e44c6-eac3-4258-88df-cdc64996f0de · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Adapting the adapters for code-switching in multilingual ASR
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ba2b8a3-f5a3-4603-b293-a51edfc3a1c7 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Bi-encoder transformer network for mandarin-english code-switching speech recognition using mixture of experts,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8f5da73c-5d82-426b-95d5-e4c1e3b0eba7 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding LAE: Language-aware encoder for monolingual and multilingual asr,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ed99e691-14c7-4a08-bede-a1b161ea789a · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding LAE-ST-MOE: Boosted language-aware encoder using speech translation auxiliary task for E2E code-switching ASR,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2e152f63-028f-4612-a452-8a9d256c3698 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da465f55-15da-4ca1-ab62-d0ad6fcd1729 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Mandarin-English Code-switching Speech Recognition with Self-supervised Speech Representation Models
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74d66f18-7925-4982-af12-31c880cd178e · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Attention-guided adaptation for code-switching speech recognition,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 574477b3-8132-48ea-ae37-4571bf53fd8d · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Serialized Speech Information Guidance with Overlapped Encoding Separation for Multi-Speaker Automatic Speech Recognition
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dcb7d73f-c694-4253-81f1-abb64086bd87 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Prompting the hidden talent of web-scale speech models for zero-shot task generalization,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a4ddb64b-e773-46c7-aaa2-16c6634885e7 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Adapting OpenAI's Whisper for Speech Recognition on Code-Switch Mandarin-English SEAME and ASRU2019 Datasets
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21deb06a-d6a7-4214-bced-3ce1e37cded7 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Parameter-efficient transfer learning for nlp,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation dfabd8b3-6c42-4a07-9afd-125a982fae77 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Exploration of whisper fine-tuning strategies for low-resource asr,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation eb15fe8e-c36c-42bd-bbe1-177757d58766 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding An adapter based multi-label pre-training for speech separation and enhancement,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 337d901e-c4db-4491-8dda-0af2ef66e040 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Adapter Integration: Mitigating catastrophic forgetting in multi-language and multi-accent whisper asr model fine-tuning,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 445fac4f-ed58-445c-b007-6d4c0393b36b · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dffd5b2b-fa86-4ba0-85c2-bbf93aa00837 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Mandarin–english code- switching speech corpus in south-east asia: Seame,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d6cffbb5-baf8-49b6-80c4-e7c797e0d2a2 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 844c1fc5-18cc-473b-bc21-ab4e99ace2f8 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Language-specific Acoustic Boundary Learning for Mandarin-English Code-switching Speech Recognition
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cc8efa14-3fbe-4a88-9b5d-ef3562ccc2e7 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Reducing language confusion for code-switching speech recognition with token-level language diarization,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 567636a9-1ab7-4699-b3c9-3f922269d6ce · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Cyclic transfer learning for mandarin-english code-switching speech recognition,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 574066ad-4813-4ced-9c28-c8541ddff6ae · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Aligning speech to languages to enhance code-switching speech recognition,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccc96d16-0eb1-4963-9002-0253efbd84a0 · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding An effective mixture-of-experts approach for code-switching speech recog- nition leveraging encoder disentanglement,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 87e87c46-0750-47fd-a403-b3bc8e17be6d · outbound
Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding Intermediate-layer output Regularization for Attention-based Speech Recognition with Shared Decoder
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7a7c169f-db35-40aa-9234-e2a2cbbe3e13 · inbound
Code-Switching in End-to-End Automatic Speech Recognition: A Systematic Literature Review Adapting Whisper for Code-Switching through Encoding Refining and Language-Aware Decoding
Reference 5079
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.