Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:00:14.179533Z
Paper Citation Record · LEDGER
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation
As of 6 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.20660.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
28 of 28 outbound references displayed
- verified exact1
- verified fuzzy10
- unresolved16
- parse uncertain0
- malformed identifier1
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e9045120-c6bd-4e02-a8ef-0072e4086007 · outbound
This paper cites Sdr–half-baked or well done? In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Sdr–half-baked or well done? In ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:15.022586Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 0c97b505-afe9-45f2-9ef1-596b508117c7 · outbound
This paper cites Librispeech: an asr corpus based on public domain audio books.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Librispeech: an asr corpus based on public domain audio books
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:14.924421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8f3a2d7c-3c5c-4a82-ad09-b6f4e4ee3e4e · outbound
This paper cites MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.045603Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49e0a2e3-dd50-461a-a6b3-fc6499b242ff · outbound
This paper cites A short-time objective intelligibility measure for time-frequency weighted noisy speech.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation A short-time objective intelligibility measure for time-frequency weighted noisy speech
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:14.812907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 92059eaf-e1d3-4fd6-a32d-58e5de8d0d8c · outbound
This paper cites Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.073906Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd815554-0fb7-4877-a0b9-f2406c475e7b · outbound
This paper cites MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation MaskGCT: Zero-Shot Text-to-Speech with Masked Generative Codec Transformer
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.080956Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 379d0d46-c6e6-48b0-b389-e657e0d22e09 · outbound
This paper cites FlowDec: A flow-based full-band general audio codec with high perceptual quality.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation FlowDec: A flow-based full-band general audio codec with high perceptual quality
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.089389Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd009f05-b7c0-49a8-bca3-cdaa2670d4a1 · outbound
This paper cites Codec-SUPERB: An In-Depth Analysis of Sound Codec Models.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Codec-SUPERB: An In-Depth Analysis of Sound Codec Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.103442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef9e0fda-ef88-4633-b2cc-8b8da6e8ec72 · outbound
This paper cites Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Laughter Synthesis using Pseudo Phonetic Tokens with a Large-scale In-the-wild Laughter Corpus
Reference 21
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:00:14.381991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d06df0a6-9d79-4011-803e-22139be9f85e · outbound
This paper cites BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.133170Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccf870b0-a18d-4c93-abe1-94eff0dcee0c · outbound
This paper cites Qwen2.5 Technical Report.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Qwen2.5 Technical Report
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.143419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31ade6f1-8007-4a2f-84af-848fe68826cc · outbound
This paper cites Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.150027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c53f719a-b5e5-4271-b8d6-e98932066d8e · outbound
This paper cites SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.159489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93203482-b7d1-49f0-8ed7-7fd2812cbe20 · outbound
This paper cites SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation SpeechTokenizer: Unified Speech Tokenizer for Speech Large Language Models
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.164561Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e2992c9-eb93-4c69-8f52-ea94bc1765ae · outbound
This paper cites The clips within this dataset are manually selected from public field recordings compiled by the Freesound.org project.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation The clips within this dataset are manually selected from public field recordings compiled by the Freesound.org project
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:14.706512Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5445decb-3782-43f6-ab4d-934660afc49d · outbound
This paper cites an unresolved cited work.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Unresolved cited work
Reference 28
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-05T15:00:14.675893Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2fb3cf35-e48e-468f-83b3-8bc50d89a366 · outbound
This paper cites VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation VERSA: A Versatile Evaluation Toolkit for Speech, Audio, and Music
Reference 2001
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.058277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71afe80c-116d-42cc-b965-6cffa81d88dc · outbound
This paper cites Audio set: An ontology and human-labeled dataset for audio events.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Audio set: An ontology and human-labeled dataset for audio events
Reference 2005
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:15.077517Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e4178831-f504-4363-8fbf-12f1d8439c64 · outbound
This paper cites Visqol v3: An open source production ready objective speech and audio metric.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Visqol v3: An open source production ready objective speech and audio metric
Reference 2014
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:15.100047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation a1fb8b1a-4fd4-46d0-a271-3b7e7aeec344 · outbound
This paper cites Scaling Transformers for Low-Bitrate High-Quality Speech Coding.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Scaling Transformers for Low-Bitrate High-Quality Speech Coding
Reference 2015
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.039324Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3190eddb-5666-4dde-8754-2cc8bf56d42b · outbound
This paper cites 1632–1636,.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation 1632–1636,
Reference 2016
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:14.741535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation ef66f28f-a91b-48ba-9091-de9ec5c49eb6 · outbound
This paper cites V ocalsound: A dataset for improving human vocal sounds recognition.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation V ocalsound: A dataset for improving human vocal sounds recognition
Reference 2017
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:15.059689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 40b1610e-2ed8-40ec-b53c-be989790466a · outbound
This paper cites Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction
Reference 2019
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.020393Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9db2a1b1-70dc-40ce-a056-72781458b97b · outbound
This paper cites LibriMix: An Open-Source Dataset for Generalizable Speech Separation.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation LibriMix: An Open-Source Dataset for Generalizable Speech Separation
Reference 2020
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:13.980353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 69c6417a-e655-405f-ad0b-77ab70ec46da · outbound
This paper cites Robust Speech Recognition via Large-Scale Weak Supervision.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Robust Speech Recognition via Large-Scale Weak Supervision
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:14.052024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 05f7c0ff-f8eb-47aa-8c09-462361b66ef4 · outbound
This paper cites Benchmarking representations for speech, music, and acoustic events.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Benchmarking representations for speech, music, and acoustic events
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:15.040602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d8fd45dc-73ae-4d33-b7fc-36a93b950a4c · outbound
This paper cites Moshi: a speech-text foundation model for real-time dialogue.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Moshi: a speech-text foundation model for real-time dialogue
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:00:13.986387Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2a2d476-99a5-47f2-b5ce-84675ebd4f29 · outbound
This paper cites Clotho- aqa: A crowdsourced dataset for audio question answering.
CodecBench: A Comprehensive Benchmark for Acoustic and Semantic Evaluation Clotho- aqa: A crowdsourced dataset for audio question answering
Reference 2025
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:00:15.001969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Pith citing papers
No inbound Pith citation observations are available.