Paper Citation Record · LEDGER

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR

As of 16 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2501.07102.

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

pith.paper-citation-record.v1
2501.07102 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:53:52.292986Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

26 of 26 outbound references displayed

verified exact8
verified fuzzy6
unresolved8
parse uncertain0
malformed identifier3
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eafd99d8-220d-4c93-929d-192e7d851ccd · outbound

This paper cites Contextual speech recognition in end-to-end neural network sys- tems using beam search,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Contextual speech recognition in end-to-end neural network sys- tems using beam search,

Reference 1

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.487090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ac6f363c-d471-4a40-b69d-704cf83adc2b · outbound

This paper cites Deep Context: End-to-end Contextual Speech Recognition,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Deep Context: End-to-end Contextual Speech Recognition,

Reference 2

Resolution: metadata mismatch; raw_fallback, observed 2026-08-10T20:53:53.201322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3ddec550-7ec4-4903-a3b5-2fc6d2a82b7f · outbound

This paper cites Shallow-Fusion End-to-End Contextual Biasing,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Shallow-Fusion End-to-End Contextual Biasing,

Reference 3

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.472179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e2b48b17-848a-4af0-b434-6ee5cfdd2904 · outbound

This paper cites Deep Shallow Fusion for RNN-T Personalization,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Deep Shallow Fusion for RNN-T Personalization,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.190600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58fb2176-9a6d-4849-889e-2eb65f741508 · outbound

This paper cites Neural Inverse Text Normalization,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Neural Inverse Text Normalization,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:53:53.292896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9912a01c-e3fb-4a4b-9427-2f338867aa02 · outbound

This paper cites Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Correction of Automatic Speech Recognition with Transformer Sequence-To-Sequence Model,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:53:53.278128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1fe3e1bd-515a-4ebf-915b-e51e8bb365f6 · outbound

This paper cites Instant One-Shot Word-Learning for Context-Specific Neural Sequence-to-Sequence Speech Recognition,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Instant One-Shot Word-Learning for Context-Specific Neural Sequence-to-Sequence Speech Recognition,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:53:53.263086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 66c8e94c-78ed-40ac-9146-97d6ec2e47e9 · outbound

This paper cites Four-in-One: a Joint Approach to Inverse Text Normalization, Punctu- ation, Capitalization, and Disfluency for Automatic Speech Recognition,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Four-in-One: a Joint Approach to Inverse Text Normalization, Punctu- ation, Capitalization, and Disfluency for Automatic Speech Recognition,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.216802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc34dabb-b3e4-4bbd-8ed6-5605a124985d · outbound

This paper cites Towards Contextual Spelling Correction for Customization of End-to- End Speech Recognition Systems,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Towards Contextual Spelling Correction for Customization of End-to- End Speech Recognition Systems,

Reference 11

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:53:52.220676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e8a08e-cbe4-4ed4-9925-ddc347436383 · outbound

This paper cites Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data Augmentation,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data Augmentation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.224282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec5f02cd-42d9-49e6-9dc0-6a2b07079d98 · outbound

This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Robust Speech Recognition via Large-Scale Weak Supervision

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.228462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c098b0c-029a-490f-a24f-1f96536089dc · outbound

This paper cites XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-10T20:53:52.443007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2f800f57-b091-4b45-bbe1-aee9139554ec · outbound

This paper cites Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.237803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1693ddfd-73cf-4ac8-8b1a-96c3180c9dba · outbound

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

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Reducing Language Confusion for Code-Switching Speech Recognition with Token-Level Language Diarization,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:53:53.247080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 490c73cd-dbe8-4eec-a32b-9052fcad6741 · outbound

This paper cites Towards Context- Aware End-to-End Code-Switching Speech Recognition,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Towards Context- Aware End-to-End Code-Switching Speech Recognition,

Reference 17

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.409418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3231df7e-8b71-44df-943c-92dd4898f888 · outbound

This paper cites Bayesian Transformer Using Disentangled Mask Attention,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Bayesian Transformer Using Disentangled Mask Attention,

Reference 18

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.395761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f0315002-0d58-40b6-b298-709de2df3155 · outbound

This paper cites En- hancing Code-Switching Speech Recognition With Interactive Language Biases,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR En- hancing Code-Switching Speech Recognition With Interactive Language Biases,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.254962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 393145d1-f7e3-4237-8b65-033c7b186311 · outbound

This paper cites A first speech recognition system for Mandarin-English code-switch conversational speech,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR A first speech recognition system for Mandarin-English code-switch conversational speech,

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:53:52.259753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3633ab28-6b76-4332-844d-6e30bceefa5d · outbound

This paper cites On the End-to-End Solution to Mandarin-English Code- Switching Speech Recognition,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR On the End-to-End Solution to Mandarin-English Code- Switching Speech Recognition,

Reference 21

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.381872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bdbf61c8-72eb-48fc-834c-82b3e5f8e0bc · outbound

This paper cites Contextual RNN-T for Open Domain ASR,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Contextual RNN-T for Open Domain ASR,

Reference 22

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.367905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cf4816d5-1538-4b69-86ab-a163ef99ea11 · outbound

This paper cites Phoebe: Pronunciation-aware Contextualization for End-to-end Speech Recognition,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Phoebe: Pronunciation-aware Contextualization for End-to-end Speech Recognition,

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-10T20:53:52.273841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a97d307-29d3-4eb7-be0a-736ceb800061 · outbound

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

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Towards Code-switching ASR for End-to-end CTC Models,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:53:53.230964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3b349c23-1f1b-4d06-9017-f211bc7ba82e · outbound

This paper cites Attention is All you Need,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Attention is All you Need,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T20:53:53.216333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7e5eb4e9-ba01-41df-8448-846055ed1c7e · outbound

This paper cites GPT-4 Technical Report.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR GPT-4 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.285337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4ebb606-ba5a-41bb-9fe1-d5afc1f8ec9a · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T20:53:52.289244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d92697cd-809c-4f5d-8d36-0b5636c70d48 · outbound

This paper cites Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models,.

AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models,

Reference 28

Resolution: verified exact; doi, observed 2026-08-10T20:53:52.328311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.