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Paper Citation Record · LEDGER

Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2206.08317.

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

pith.paper-citation-record.v1
2206.08317 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T04:08:24.290299Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:06:23.909166Z

Reference resolution

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 222b4700-42e0-42cf-a599-33585aa123cf · inbound

Expressive Prompting: Improving Emotion Intensity and Speaker Consistency in Zero-Shot TTS cites this paper.

Expressive Prompting: Improving Emotion Intensity and Speaker Consistency in Zero-Shot TTS Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 33

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arxiv_id, observed 2026-05-23T20:33:25.602164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-23T20:31:24.494060Z digest=sha256:9c6f96719a122efd0ac174745a702cf74c71b5455e7c095d268343e1fb47791b

Observation f2025600-be32-418c-900e-0c687c575d17 · inbound

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch cites this paper.

TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 19

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no resolver link, observed 2026-08-11T18:08:21.797820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T18:08:21.797820Z digest=sha256:2366e10dc788fe3554d8701c9602aaffd0e6cb0cfa9df5f8dd73e880c55b4a8e

Observation c62ae441-4e2d-4dcb-b07a-c612e73b1b12 · inbound

TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch cites this paper.

TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 26

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no resolver link, observed 2026-08-11T11:18:34.483158Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T11:18:34.483158Z digest=sha256:4de1207c3d43f8f7a34901f495fc799a41b76f7f88295361efd58a6ab63666be

Observation 4382f760-a711-4ee5-b5ae-8b9d71ea80c7 · inbound

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training cites this paper.

SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 18

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no resolver link, observed 2026-08-11T11:18:39.919302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:18:39.919302Z digest=sha256:61ad00a30d9d929af63ff0b4faa759decf7a01741840676b345e68c243313b6a

Observation 1b89e85a-0dd9-495a-aa05-62feb8f82cbd · inbound

Metis: A Foundation Speech Generation Model with Masked Generative Pre-training cites this paper.

Metis: A Foundation Speech Generation Model with Masked Generative Pre-training Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 29

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no resolver link, observed 2026-08-09T05:54:18.506600Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T05:54:18.506600Z digest=sha256:ff7f296aa6599f17472553305bc4ede937521e10048f2d458eb55b04a92677fe

Observation 97b06b7c-850a-4ebe-9f0e-e9a21b7871f5 · inbound

IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System cites this paper.

IndexTTS: An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 23

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no resolver link, observed 2026-08-08T19:07:00.580468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:07:00.580468Z digest=sha256:321afdf72dfa68a8b88f59d7c089bc652b1744c5c2ee93d7ee536cf53873e3ea

Observation 828da4f7-53b1-4efe-aa1f-31d64759fe8c · inbound

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction cites this paper.

Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 46

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verified exact
arxiv_id, observed 2026-05-18T13:39:48.353222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-18T13:39:48.225482Z digest=sha256:37757dc27cdfdc584c430d523196212f2bf76f0a57683a391048311b8e4860b5

Observation 1f548302-e5a7-433f-8a8f-b5d1805bab94 · inbound

Kimi-Audio Technical Report cites this paper.

Kimi-Audio Technical Report Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 20

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arxiv_id, observed 2026-05-11T19:21:27.255745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-11T19:21:26.933349Z digest=sha256:6bd310ad32cf531faddad0bf0f042f880d75f7d3c84d27592d99b377bd1ac013

Observation a6baf30b-227a-4c82-85d4-7a0eaacee85f · inbound

A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction cites this paper.

A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:08:24.290299Z digest=sha256:3a4a908443927ca99f69350d01bc6b726cf3fc598ff184273dce44431f1b1349

Observation 1494347b-02b1-43d7-9318-d5ff6fcb3771 · inbound

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition cites this paper.

The Multimodal Information Based Speech Processing (MISP) 2025 Challenge: Audio-Visual Diarization and Recognition Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 38

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no resolver link, observed 2026-08-07T15:43:04.928529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:43:04.928529Z digest=sha256:1b424b26c01bc5992946993608417a4d97f88613393bff0956a134c1b8b8f75b

Observation a113fd37-95e0-4b9c-8a1b-a3282570a878 · inbound

UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information cites this paper.

UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 9

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no resolver link, observed 2026-08-07T14:53:15.212421Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:53:15.212421Z digest=sha256:7c08022e36ec91526adb29774937a335498d7280e6abbf6175833c19e12f1aa3

Observation 90899022-b9f2-4eb0-b263-3c169974ec9f · inbound

Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling cites this paper.

Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 36

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no resolver link, observed 2026-08-07T14:09:21.735893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:09:21.735893Z digest=sha256:5d252d8261ba645232bec250c01793d4e946c95d1b75abc744ac972b7685e619

Observation 5fa2184b-201e-41e5-a057-78f648ed1c48 · inbound

Overlap-Adaptive Hybrid Speaker Diarization and ASR-Aware Observation Addition for MISP 2025 Challenge cites this paper.

Overlap-Adaptive Hybrid Speaker Diarization and ASR-Aware Observation Addition for MISP 2025 Challenge Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 35

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no resolver link, observed 2026-08-07T13:23:29.774239Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:23:29.774239Z digest=sha256:2efabfe37b58fe7c2c59ab38cc944214e127cf338a7a244a5990e2a6f58441ab

Observation d174e39a-ca50-44cc-a430-4fe19c142abe · inbound

MFLA: Monotonic Finite Look-ahead Attention for Streaming Speech Recognition cites this paper.

MFLA: Monotonic Finite Look-ahead Attention for Streaming Speech Recognition Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 24

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no resolver link, observed 2026-08-07T11:02:26.108415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:02:26.108415Z digest=sha256:b1aff7f1e6e7d3b387c5b559281b646732329d248285db482ed6a8a12c77684a

Observation 95e7ba4e-414d-465f-a4cc-d4fa5501a9a1 · inbound

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models cites this paper.

SPBA: Utilizing Speech Large Language Model for Backdoor Attacks on Speech Classification Models Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 41

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no resolver link, observed 2026-08-07T05:18:04.512944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:18:04.512944Z digest=sha256:c79ca6bca2a99aa8d5be4775aea351764618212d962c1a7cb10aea9abe39d1b4

Observation 9d9b5c92-6c73-4621-bdb8-6ffb89b708d1 · inbound

Pureformer-VC: Non-parallel Voice Conversion with Pure Stylized Transformer Blocks and Triplet Discriminative Training cites this paper.

Pureformer-VC: Non-parallel Voice Conversion with Pure Stylized Transformer Blocks and Triplet Discriminative Training Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 22

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no resolver link, observed 2026-08-07T05:20:56.456677Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:20:56.456677Z digest=sha256:8201bf60bf5aae3476072877143d67501b6e217e076d9ab871bdc9f51a46b11f

Observation debb1561-7cd4-450d-94b9-44605811f8d0 · inbound

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model cites this paper.

Step-Audio-AQAA: a Fully End-to-End Expressive Large Audio Language Model Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:03:12.369009Z digest=sha256:67e4eeeb3b50a7b4cd2c429f71b0fdf04a27416a99330d75ae03250df1bc1359

Observation 15c7e2f3-41c4-4e96-ba2e-5ba58fe90610 · inbound

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations cites this paper.

NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 11

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no resolver link, observed 2026-08-06T00:51:30.106597Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:51:30.106597Z digest=sha256:f5b335c31901d6a2f08086aa407cb7f0d52296b38e79411873d94efc9ad6699d

Observation c517b810-88e0-407e-b179-ac0b573fca67 · inbound

UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models cites this paper.

UniVoice: Unifying Autoregressive ASR and Flow-Matching based TTS with Large Language Models Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 21

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no resolver link, observed 2026-08-04T11:29:31.898662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T11:29:31.898662Z digest=sha256:982344c8d51b248f71b264c9818236a322466c60e52e16580de2d218ea6c3699

Observation a10173c8-91a5-4cbd-8f28-23cc58d73280 · inbound

End-to-end Contrastive Language-Speech Pretraining Model For Long-form Spoken Question Answering cites this paper.

End-to-end Contrastive Language-Speech Pretraining Model For Long-form Spoken Question Answering Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 13

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verified exact
arxiv_id, observed 2026-05-17T22:45:24.288565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-17T22:44:49.949759Z digest=sha256:b779dc482880b68ce2567327b84dcc31d3984e82607f39f53779a2be66cc39db

Observation 7a76e5c9-9474-456f-bf2c-79f7d2992d83 · inbound

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise cites this paper.

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 11

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arxiv_id, observed 2026-05-15T22:50:22.461335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T22:47:12.521942Z digest=sha256:ce07ed81d2bda36417a6d36702b1b18e5d0cc926806a1481f0b870832c5b2ac3

Observation 390ea4ae-0720-4e05-8d1f-0c5641c47885 · inbound

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise cites this paper.

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 10

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no resolver link, observed 2026-08-02T23:46:58.784038Z

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Observation 3a218924-635c-40b9-9eb5-6ef356531470 · inbound

Sharp spectral estimates for free boundary problems arising in plasma physics cites this paper.

Sharp spectral estimates for free boundary problems arising in plasma physics Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 34

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no resolver link, observed 2026-07-14T19:56:33.793167Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T19:56:33.793167Z digest=sha256:81dfe415adabc1d8cb0062ce8dfe04b59e02e27fd9c9548faad981ff8a4fb832

Observation 5f21f90e-e9a0-40d0-b66f-115203513c80 · inbound

FastTurn: Unifying Acoustic and Streaming Semantic Cues for Low-Latency and Robust Turn Detection cites this paper.

FastTurn: Unifying Acoustic and Streaming Semantic Cues for Low-Latency and Robust Turn Detection Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 34

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arxiv_id, observed 2026-05-13T20:58:15.980213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-13T20:55:09.141906Z digest=sha256:f531eddf47580080e335c69436e98dae8107db121bebc821405ffb85780d7495

Observation 7b96ebcf-607e-4dd1-b921-64ce271e9f9e · inbound

PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory cites this paper.

PASK: Toward Intent-Aware Proactive Agents with Long-Term Memory Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 7

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verified exact
arxiv_id, observed 2026-05-11T05:30:59.832806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T18:05:40.242925Z digest=sha256:773c0bb0a10e27d6d292a5fdb179e08142987fc408450de9aca6df2b6bac5639

Observation 8f1db52f-f5f9-4afd-aa38-18b418df7870 · inbound

OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs cites this paper.

OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 27

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verified exact
arxiv_id, observed 2026-05-15T08:09:51.387608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T08:06:45.477344Z digest=sha256:35181428576298b3e296fa5f0d542c6c0dba3bd93b81829eca41645ab148bf9c

Observation 3af10abc-078f-43c7-a277-5c2c4e92bd8f · inbound

Full-Duplex Interaction in Spoken Dialogue Systems: A Comprehensive Study from the ICASSP 2026 HumDial Challenge cites this paper.

Full-Duplex Interaction in Spoken Dialogue Systems: A Comprehensive Study from the ICASSP 2026 HumDial Challenge Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 22

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verified exact
arxiv_id, observed 2026-05-11T18:56:06.748583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-08T13:19:44.156822Z digest=sha256:b4284388e1cc558ee4c7ebf7b00bba5e789fd75bcd3d888eda7e31072d690907

Observation b1409b32-a39e-40b5-b817-0069e580424e · inbound

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing cites this paper.

VITA-QinYu: Expressive Spoken Language Model for Role-Playing and Singing Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 16

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metadata mismatch
arxiv_id, observed 2026-05-11T04:50:55.775112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-11T01:03:09.942984Z digest=sha256:9d7ff4139eab8ac02bacc84735b666ca6f486fe4b78d07b15fb7e87a96171ba5

Observation 729957f9-91ee-489e-a459-65dea4f53de0 · inbound

Speech-based Psychological Crisis Assessment using LLMs cites this paper.

Speech-based Psychological Crisis Assessment using LLMs Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 27

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arxiv_id, observed 2026-05-12T07:21:23.408668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T03:29:30.208874Z digest=sha256:c9abbc19432451219e68d05962508b445baf66e96b38f19754a42d94b393d6f9

Observation f4eb1ede-32e2-4e7d-8aef-3877653bd09e · inbound

SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing cites this paper.

SpeechEditBench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 62

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metadata mismatch
arxiv_id, observed 2026-07-02T01:06:23.910895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-06-28T12:54:20.815371Z digest=sha256:03721a3c77b1b97699b6d26534ae123c1263ac744786ee883103102abdacb2e3

Observation 85c1e9cc-32e7-4d3b-9141-c4418fea87ea · inbound

X-Translator: A Real-Time Multilingual Speaker-Aware Speech-to-Speech Translation System cites this paper.

X-Translator: A Real-Time Multilingual Speaker-Aware Speech-to-Speech Translation System Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

Reference 46

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no resolver link, observed 2026-08-01T17:45:44.024035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T17:45:44.024035Z digest=sha256:217849003c340b2d66a98a2db30428043025c7f7e669ffc768e7958486f55411