Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:51:12.787158Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2508.04814.
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 2026-08-05T23:51:12.787158Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:51:12.644688Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
56 of 56 outbound references displayed
External citation measurements
0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Observation b842b17c-2739-4642-88cd-19af6e6183c9 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition important
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3b329918-a6e1-47ab-9f35-d952d6f94881 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation af247cef-9f2a-4a53-a288-60da714988c3 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Unresolved cited work
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 42e18b25-80e3-457e-b303-b1e7cd141cd6 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6573b67-5d3f-4dcb-b161-ef0ec6aba968 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Pitch Accent Detection improves Pretrained Automatic Speech Recognition
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2f9fc14-c54c-4df6-9a78-26252426e8d6 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Datasets Our research uses the Boston University Radio News Corpus (BURNC) [7], Librispeech [45] and Libri-light [46] corpora
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a9ae5752-0bb2-4078-86b5-6326966f562f · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Our mod- els are all trained for 30,000 steps on three v100 GPUs, using default parameters, and take approximately 8 hours to train
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 254f44f8-2afe-4eb2-aa12-1ed8bb25ef53 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition CHIEF’S", we do not remove the apostrophe ( ’ ) during pre-processing to form the word
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc3854c2-3a20-45e6-9411-047adbc37c3d · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bac00450-a739-4d42-b4a3-c2dc8c029fa9 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition More work is required to investigate the real impact when fine-tuning with larger ASR datasets
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a71d2cc0-f8c0-4ae7-b2a5-8a1919022688 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition wav2vec 2.0: A framework for self-supervised learning of speech representations,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12575f50-774a-4bfb-b803-8fbeeba8dd60 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Hubert: Self-supervised speech representation learning by masked prediction of hidden units,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2665c621-2328-46d2-b03c-136af15e58dc · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition The zero resource speech challenge 2017,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d605ec98-7f79-458f-90f4-c57b6244e6b8 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition The zero resource speech challenge 2020: Discovering discrete subword and word units,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b820b9cb-e85a-42d5-8238-612eb2186ad6 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition The zero resource speech benchmark 2021: Metrics and baselines for unsupervised spoken language modeling,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4cb57947-308b-44cf-8721-884bbfd365a3 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition ProsAu- dit, a prosodic benchmark for self-supervised speech models,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7eed2bb9-4c59-4578-8435-5cc459598e70 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition The boston university radio news corpus,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e00448fe-b895-4cd9-a0d8-2232d4e6c829 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Using neural networks to locate pitch accents
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1452e238-2edc-4031-b839-f312a6d2d69d · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Modeling phrasing and prominence using deep recurrent learning,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation cbca9607-a635-4272-a462-b9354a0ff3d9 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Automatic classification of lexical stress in english and arabic languages using deep learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8c1fce3-4626-4c8f-bafb-30e8ef805c84 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Automatic lexi- cal stress and pitch accent detection for l2 english speech using multi-distribution deep neural networks,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e38b07fa-8d74-4ea4-b95a-ec36927f753b · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Acoustic and temporal representations in convolutional neural network models of prosodic events,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 317ce134-746d-4323-b1b0-17ab1cc82162 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition CNN Encoding of Acoustic Parameters for Prominence Detection
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 02ba4c6d-51dc-49f4-8cbc-69d6986ac723 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition wav2vec: Unsupervised pre-training for speech recognition,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad133a42-16b4-4df8-88cd-83bb32f71e97 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Detection of prosodic bound- aries in speech using wav2vec 2.0,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7fa20d6-32ee-4b74-85bb-9bb9d88d0295 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Zhai and M
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 138c91c9-dfe7-48cc-bd83-87d9dbe8efee · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition On the use of prosody in automatic dialogue understanding,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2ea7b51d-85c0-4959-877d-8a59ef7cb2d3 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Prosody modeling for automatic speech recognition and understanding,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9e156577-29ae-4d23-ae5a-9c0d264fb82e · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Can prosody aid the automatic classification of dialog acts in con- versational speech?
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 502d7f3d-15ee-4149-b1bb-2dec0cac8555 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Improving End-to-End SLU performance with Prosodic Attention and Distillation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6cbd889c-8c07-46f1-b506-3fe8e6f463a9 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition A neural prosody encoder for end-to-end dialogue act classification,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3dbab4fd-bc18-4b38-ad32-583b32991b1e · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Parsing Speech: A Neural Approach to Integrating Lexical and Acoustic-Prosodic Information
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 71b8e64b-2b67-4c9e-8996-f48547383daf · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Sentence-internal prosody does not help parsing the way punctuation does,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35dd21be-08ab-40cf-9024-ca34c5edfce1 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Effective use of prosody in parsing conversational speech,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ad99d98d-c706-4839-a3d2-9f5990b2fe5a · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Exploiting prosody for pcfgs with latent annotations
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 87de7e92-f93a-4511-b580-fd42b3db6eda · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Joint reranking of parsing and word recognition with automatic segmentation,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a13fc5c5-7592-4f39-9bdb-056052c61ec0 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition The use of prosody in syntactic disambiguation,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6a544336-e81f-4e60-8738-3e38f517d298 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition The parsing of prosody,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 585ec54d-d246-4480-932b-fb231f643321 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Towards using prosody in speech recognition/understanding systems: Dif- ferences between read and spontaneous speech,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47474d28-21f3-4eeb-a6ee-af1ce53f6def · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Prosody models for conversational speech recognition,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 254a89e3-690f-4930-b9cb-727b81d94e6a · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Use of prosodic features for speech recognition,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d88c6301-4fe0-43e3-82b4-69a9d9ffbaf0 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Prosodic and other cues to speech recognition failures,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e09b81b1-aa02-4be5-813a-0057474ca77d · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Simulta- neous recognition of words and prosody in the boston university radio speech corpus,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6ae83f97-ca82-4e01-bc83-562eac871005 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Improved speech recogni- tion using acoustic and lexical correlates of pitch accent in a n-best rescoring framework,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f511c07-ecbc-4787-93f4-d43c9c7d1272 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Using prosody to improve automatic speech recognition,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7256e9fd-96fa-4749-9ad4-057857638f10 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition A new prosody-assisted mandarin asr system,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4da95296-53b5-4099-8ab9-24666b435493 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Data augmentation using prosody and false starts to recognize non-native children's speech
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b146fde3-9d6b-4253-9788-ca4b1644f0e6 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Prosodic feature-based discriminatively trained low resource speech recognition system,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9a43b3c4-c448-49b2-a58b-a538cadb56b4 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Explicit tone transcription improves asr per- formance in extremely low-resource languages: A case study in bribri,
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83b26dcc-f018-483b-a32c-8e36338ba229 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Effectiveness of self-supervised pre-training for speech recognition
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1407493-1c97-4015-b414-9db29e952f4e · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82f4a622-383b-4b84-9891-b2497ed4236b · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition SlimIPL: Language-Model-Free Iterative Pseudo-Labeling
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3f1729cd-c937-4124-bbb0-aabf41490947 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Iterative Pseudo-Labeling for Speech Recognition
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41af9c3e-3074-4393-8986-8560db7c1491 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Improved Noisy Student Training for Automatic Speech Recognition
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e4a7f2d-ff59-48b5-bd3f-bc9c653ed028 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Librispeech: an asr corpus based on public domain audio books,
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c07c81e-05bd-48fa-a61a-965f03ab5ec1 · outbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Libri- light: A benchmark for asr with limited or no supervision,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6573b67-5d3f-4dcb-b161-ef0ec6aba968 · inbound
Pitch Accent Detection improves Pretrained Automatic Speech Recognition Pitch Accent Detection improves Pretrained Automatic Speech Recognition
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7184cd6f-be93-4e7a-9177-0b739a1e1d5b · inbound
Afrispeech Semantics: Evaluating Audio Semantic Reasoning in Spoken Language Models Across Domains and Accents Pitch Accent Detection improves Pretrained Automatic Speech Recognition
Reference 188
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.