Paper Citation Record · LEDGER

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree

As of 6 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2508.07014.

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

pith.paper-citation-record.v1
2508.07014 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T22:27:54.517149Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-14T23:10:32.547423Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T23:13:16.240104Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy31
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 99e7656d-fde7-4199-a4da-db6a30c22f53 · outbound

This paper cites Connection- ist temporal classification: labelling unsegmented sequence data with recurrent neural networks,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Connection- ist temporal classification: labelling unsegmented sequence data with recurrent neural networks,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.795892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e2d2ceb0-5c6e-410e-a793-e9d1e3674798 · outbound

This paper cites Sequence transduction with recurrent neural networks,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Sequence transduction with recurrent neural networks,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.788832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cbad3e69-3203-4d86-8ec4-234dfbd7ad66 · outbound

This paper cites Listen, attend and spell: A neural network for large vocabulary conversational speech recognition,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Listen, attend and spell: A neural network for large vocabulary conversational speech recognition,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.780335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 006dd1b8-987f-4e93-a2ec-3e034f2956fb · outbound

This paper cites End-to-end speech recognition: A survey,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree End-to-end speech recognition: A survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.772148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bfefa6fa-102b-4e88-be0b-739080920678 · outbound

This paper cites Deep context: End-to-end contextual speech recognition,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Deep context: End-to-end contextual speech recognition,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.764825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3b30373c-ce9b-489d-b0d1-776af228642a · outbound

This paper cites Contextual rnn-t for open domain asr,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Contextual rnn-t for open domain asr,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.756627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation db714b4c-fb64-4b65-8226-51717fdd8a49 · outbound

This paper cites Promptasr for contextualized asr with controllable style,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Promptasr for contextualized asr with controllable style,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.748099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 06c938a9-bf14-4f5a-8698-e2054f1e0554 · outbound

This paper cites Contextualized streaming end-to-end speech recognition with trie-based deep biasing and shallow fusion,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Contextualized streaming end-to-end speech recognition with trie-based deep biasing and shallow fusion,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.739718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0f8965ad-8a4e-4e30-a791-97047529ce14 · outbound

This paper cites Selective biasing with trie-based contextual adapters for personalised speech recognition using neural transducers,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Selective biasing with trie-based contextual adapters for personalised speech recognition using neural transducers,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.731645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 852602f8-0911-42b3-a383-f3879b1aadd7 · outbound

This paper cites Slm: Bridge the thin gap between speech and text foundation models,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Slm: Bridge the thin gap between speech and text foundation models,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.724416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 48a07ce0-64d8-443a-9888-1ccf8c02d97a · outbound

This paper cites Salm: Speech-augmented language model with in-context learning for speech recognition and translation,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Salm: Speech-augmented language model with in-context learning for speech recognition and translation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.716008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c7e977d3-0a3a-414a-9533-e3f0e97cd329 · outbound

This paper cites Shallow-fusion end-to-end contextual biasing,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Shallow-fusion end-to-end contextual biasing,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.708923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fa30b854-37cb-4196-8208-b0e312c148bc · outbound

This paper cites Spell my name: Keyword boosted speech recognition,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Spell my name: Keyword boosted speech recognition,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.699683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 60b0fbd1-2a00-4323-b25c-c3e406248d52 · outbound

This paper cites Im- proving neural biasing for contextual speech recognition by early context injection and text perturbation,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Im- proving neural biasing for contextual speech recognition by early context injection and text perturbation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.691242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c5ae19fb-34aa-49c1-8975-81deee213996 · outbound

This paper cites Streaming end-to-end speech recognition for mobile devices,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Streaming end-to-end speech recognition for mobile devices,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.683528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18e992d0-6c6b-43a1-9f43-7014c9e12266 · outbound

This paper cites On the comparison of popular end-to-end models for large scale speech recognition,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree On the comparison of popular end-to-end models for large scale speech recognition,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.675410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fc9b578a-fc51-4da5-9ee4-1675d606c8f1 · outbound

This paper cites Fast context-biasing for ctc and transducer asr models with ctc-based word spotter,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Fast context-biasing for ctc and transducer asr models with ctc-based word spotter,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.667803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 11546a98-b1de-4c29-aa75-2060c6907c26 · outbound

This paper cites Contextual biasing with the knuth-morris-pratt matching algorithm,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Contextual biasing with the knuth-morris-pratt matching algorithm,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.660623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6fd8f8e8-dd4e-4531-95b5-991d19892bf6 · outbound

This paper cites Label- looping: Highly efficient decoding for transducers,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Label- looping: Highly efficient decoding for transducers,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.651888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c76a4043-13b1-463a-94f9-30b0e7adf7dc · outbound

This paper cites Speed of light exact greedy decoding for rnn-t speech recognition models on gpu,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Speed of light exact greedy decoding for rnn-t speech recognition models on gpu,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.643454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ee701564-04ed-47f6-a4b9-9a3b4e9b1472 · outbound

This paper cites NGPU-LM: GPU-Accelerated N-Gram Language Model for context-biasing in greedy ASR decoding,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree NGPU-LM: GPU-Accelerated N-Gram Language Model for context-biasing in greedy ASR decoding,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.635918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 34c2880b-31e5-46ed-8833-3385852115b4 · outbound

This paper cites Pushing the limits of beam search decoding for transducer- based ASR models,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Pushing the limits of beam search decoding for transducer- based ASR models,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.626842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8f242f52-e31d-4824-a6b8-fec1497c7253 · outbound

This paper cites Efficient string matching: an aid to bibliographic search,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Efficient string matching: an aid to bibliographic search,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.619246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 92e0e720-6331-45b1-9e0e-4c0da0359342 · outbound

This paper cites Neural machine translation of rare words with subword units,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Neural machine translation of rare words with subword units,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.610684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9af94369-3d27-4403-8890-491fdbf5d57b · outbound

This paper cites Flexctc: Gpu-powered ctc beam decoding with advanced contextual abilities,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Flexctc: Gpu-powered ctc beam decoding with advanced contextual abilities,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.602301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4ae67477-8666-4853-928f-70e36dcc1604 · outbound

This paper cites Less is more: Accurate speech recognition & translation without web-scale data,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Less is more: Accurate speech recognition & translation without web-scale data,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.594176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 40c89e15-41db-4d09-811a-d1fe49f59639 · outbound

This paper cites Fast Conformer with linearly scalable attention for efficient speech recognition,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Fast Conformer with linearly scalable attention for efficient speech recognition,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.584078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d84d0c6b-a027-4140-8bb8-fa71a1353bdf · outbound

This paper cites Stateful conformer with cache-based inference for streaming automatic speech recognition,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Stateful conformer with cache-based inference for streaming automatic speech recognition,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.575373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b32671dc-beb9-43df-b9ad-cd0b3b3f3cb4 · outbound

This paper cites Earnings-21: A practical benchmark for asr in the wild,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree Earnings-21: A practical benchmark for asr in the wild,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.567511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 515eab8f-e8e4-42a7-9da0-4c060f1adae5 · outbound

This paper cites MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree MultiMed: Multilingual Medical Speech Recognition via Attention Encoder Decoder

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T22:27:54.510879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e4fa50-b659-4e1b-aa5c-71d5cc3c35f9 · outbound

This paper cites LLaMA 3.3 70B Instruct,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree LLaMA 3.3 70B Instruct,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.558258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e99d5b31-5d8f-4214-993d-d986dcce92d8 · outbound

This paper cites spacy: Industrial-strength natural language processing in python,.

TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree spacy: Industrial-strength natural language processing in python,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T22:27:54.549873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 9b2ba536-763f-42cf-a494-ecf487d09dc5 · inbound

Contextual Earnings-22: A Speech Recognition Benchmark with Custom Vocabulary in the Wild cites this paper.

Contextual Earnings-22: A Speech Recognition Benchmark with Custom Vocabulary in the Wild TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-14T23:13:16.244022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.