Paper Citation Record · LEDGER

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection

As of 13 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2412.08651.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.08651 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T12:33:15.369630Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy27
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5cfffc27-8089-461c-ab48-3637071fa569 · outbound

This paper cites an unresolved cited work.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:16.261473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 233925b1-2024-4b8c-b667-73c2a6a76468 · outbound

This paper cites an unresolved cited work.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:16.220297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 42b90a44-502b-4cae-804f-db55eaccecb2 · outbound

This paper cites an unresolved cited work.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:16.188893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 893de621-0106-4da8-b30d-d69e2499a48e · outbound

This paper cites Experimental setup All experiments are conducted using the SEAME dataset [28], a spontaneous code -switching corpus recorded by Southeast Asian speakers.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Experimental setup All experiments are conducted using the SEAME dataset [28], a spontaneous code -switching corpus recorded by Southeast Asian speakers

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.170007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1943a112-3597-44f4-9e40-f6ed50414206 · outbound

This paper cites an unresolved cited work.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T12:33:16.149121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 273fc64a-ac90-428e-91fe-e3e364a4b473 · outbound

This paper cites Any findings and implications in the paper do not necessarily reflect those of the sponsor.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Any findings and implications in the paper do not necessarily reflect those of the sponsor

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.129497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a09ac0d9-bf6f-4c92-b0db-f8f4bce8aa9c · outbound

This paper cites Transformer-Transducers for Code - Switched Speech Recognition ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Transformer-Transducers for Code - Switched Speech Recognition ,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.109716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation fcb86551-719f-4ca9-b3d4-acafb29c7265 · outbound

This paper cites Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:15.164689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f13e69b-0cf6-4148-bf88-cbc3a163b4eb · outbound

This paper cites Self-Training and Pre -Training are Complementary for Speech Recognition ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Self-Training and Pre -Training are Complementary for Speech Recognition ,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.090083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b994e78a-695d-4a9e-8420-3c1d8ee5b2ca · outbound

This paper cites FunASR: a Fundamental End-To-End Speech Recognition Toolkit,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection FunASR: a Fundamental End-To-End Speech Recognition Toolkit,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.072652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d9571227-ed67-4ba2-a1ce-fd4c06dcb2ba · outbound

This paper cites MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for Speech Recognition.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection MMSpeech: Multi-modal Multi-task Encoder-Decoder Pre-training for Speech Recognition

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:15.185985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fbe56cf-e57f-4415-9c45-237e65d54066 · outbound

This paper cites A First Speech Recognition System for Mandarin-English Code-Switch Conversational Speech ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection A First Speech Recognition System for Mandarin-English Code-Switch Conversational Speech ,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.052882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1c8edbf3-87d5-4d68-8a24-1477ceff8552 · outbound

This paper cites Towards Code-switching ASR for End -to-end CTC Models,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Towards Code-switching ASR for End -to-end CTC Models,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.030975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 06e9c726-6423-4d8b-a57e-454b57e69265 · outbound

This paper cites Minimum Word Error Training for Non - Autoregressive Transformer -Based Code -Switching ASR,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Minimum Word Error Training for Non - Autoregressive Transformer -Based Code -Switching ASR,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:16.010582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b54e05fd-0e5f-493b-9c42-221c3ad7c9aa · outbound

This paper cites Towards Zero-Shot Code -Switched Speech Recognition,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Towards Zero-Shot Code -Switched Speech Recognition,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.985465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c73ce72e-6de4-4cc8-ba97-5d9031dc5147 · outbound

This paper cites A Study of Pronunciation Problems of English Learners in China,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection A Study of Pronunciation Problems of English Learners in China,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.967704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1ba98447-37de-4c91-9391-aeff6c0c4094 · outbound

This paper cites Integrating Knowledge in End -To-End Automatic Speech Recognition for Mandarin-English Codeswitching,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Integrating Knowledge in End -To-End Automatic Speech Recognition for Mandarin-English Codeswitching,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.948525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b4d96dcd-7467-4707-b7a7-60a67e98a5ff · outbound

This paper cites LAE: Language-Aware Encoder for Monolingual and Multilingual ASR.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection LAE: Language-Aware Encoder for Monolingual and Multilingual ASR

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-12T12:33:15.522490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation af28a271-59eb-46e4-b8d6-e6c065003ada · outbound

This paper cites Language-Specific Characteristic Assistance for Code-Switching Speech Recognition,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Language-Specific Characteristic Assistance for Code-Switching Speech Recognition,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.930155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3396161d-72b3-4329-98a9-935a2804aeea · outbound

This paper cites Bi-encoder Transformer Network for Mandarin- English Code-Switching Speech Recognition Using Mixture of Experts ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Bi-encoder Transformer Network for Mandarin- English Code-Switching Speech Recognition Using Mixture of Experts ,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.910449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 01e2838e-b1e0-4009-960c-23acc3f19e01 · outbound

This paper cites Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:15.257328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f06f8b69-a75c-4ca1-a6d4-23a44b039a97 · outbound

This paper cites Language-Specific Characteristic Assistance for Codeswitching Speech Recognition ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Language-Specific Characteristic Assistance for Codeswitching Speech Recognition ,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.889139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 48950f42-1f7d-4d08-9222-5199b336c346 · outbound

This paper cites An Effective Mixture -of-Experts Approach for Code -Switching Speech Recognition Leveraging Encoder Disentanglement ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection An Effective Mixture -of-Experts Approach for Code -Switching Speech Recognition Leveraging Encoder Disentanglement ,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.868548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7dae7fb5-ae11-47b3-9b68-3db0167dcbec · outbound

This paper cites Intermediate Loss Regularization for CTC- Based Speech Recognition,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Intermediate Loss Regularization for CTC- Based Speech Recognition,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.842620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 76d6b601-9b82-47db-91aa-a5af48d06a7b · outbound

This paper cites Hierarchical Multitask Learning with CTC,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Hierarchical Multitask Learning with CTC,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.817995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 201a7d26-31b9-42df-9e5b-1e159e767019 · outbound

This paper cites Relaxing the Conditional Independence Assumption Of CTC-Based ASR By Conditioning on Intermediate Predictions ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Relaxing the Conditional Independence Assumption Of CTC-Based ASR By Conditioning on Intermediate Predictions ,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.798422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e855ef4b-5bdd-48cf-b602-bcfecdb805dd · outbound

This paper cites Mask CTC: Non-Autoregressive End-To- End ASR with CTC and Mask Predict ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Mask CTC: Non-Autoregressive End-To- End ASR with CTC and Mask Predict ,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.777724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4decf905-c063-4695-99ad-b3ca5a078e31 · outbound

This paper cites AlignRefine: Non-Autoregressive Speech Recognition via Iterative Realignment,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection AlignRefine: Non-Autoregressive Speech Recognition via Iterative Realignment,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.757047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bc67ec4c-075d-4c71-90c7-5ede720b21b8 · outbound

This paper cites Why does CTC result in peaky behavior?.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Why does CTC result in peaky behavior?

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:15.307500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c705f3-d152-44aa-95c7-c4e2dc800d60 · outbound

This paper cites Less Peaky and More Accurate CTC Forced Alignment by Label Priors,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Less Peaky and More Accurate CTC Forced Alignment by Label Priors,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.730296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 704ee3d1-b9b9-4716-a67c-f3f28f7e9749 · outbound

This paper cites Peap-First CTC: Reducing the Peak Latency of CTC Models by Applying Peak -First Regularization,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Peap-First CTC: Reducing the Peak Latency of CTC Models by Applying Peak -First Regularization,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.710557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8ba159ca-fdb7-45ec-93fb-deb67e7aba77 · outbound

This paper cites Reducing Language Confusion for Code - Switching Speech Recognition with Token -Level Language Diarization,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Reducing Language Confusion for Code - Switching Speech Recognition with Token -Level Language Diarization,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.689342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e33a4b46-25a2-43bf-a3d1-515204f7a267 · outbound

This paper cites Enhancing Code-Switching Speech Recognition with Interactive Language Biases ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Enhancing Code-Switching Speech Recognition with Interactive Language Biases ,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.670572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8630392a-fb40-4feb-9383-9d9b29155425 · outbound

This paper cites SEAME: A Mandarin -English Code- Switching Speech Corpus in South -East Asia,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection SEAME: A Mandarin -English Code- Switching Speech Corpus in South -East Asia,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.643984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3782fc64-15b4-495f-9409-2534c16ed879 · outbound

This paper cites The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:15.349535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81dfd846-4a06-4b0f-a14e-9a0701111183 · outbound

This paper cites AISHELL -1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline ,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection AISHELL -1: An Open-Source Mandarin Speech Corpus and A Speech Recognition Baseline ,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.619132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1fe7e115-1b4e-4f98-baf8-9adde3d5526d · outbound

This paper cites Librispeech: An ASR Corpus Based on Public uomain Audio Boops,.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Librispeech: An ASR Corpus Based on Public uomain Audio Boops,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T12:33:15.599067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a8dd9f2c-18ae-4587-bf7d-c184dea6a48a · outbound

This paper cites Low-resource speech recognition and dialect identification of Irish in a multi-task framework.

Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection Low-resource speech recognition and dialect identification of Irish in a multi-task framework

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T12:33:15.369630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.