Paper Citation Record · LEDGER

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

As of 19 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 13 inbound Pith citation observations for arXiv:2501.13306.

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

pith.paper-citation-record.v1
2501.13306 v2

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:21:50.792032Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:33:10.833843Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T11:49:50.788200Z

Reference resolution

37 of 37 outbound references displayed

verified exact1
verified fuzzy29
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c4845ecc-ab65-4973-bb13-35ee447b6f80 · outbound

This paper cites Data Products , 2024.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Data Products , 2024

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.254183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a0579ea-5f4d-4fa8-a1e7-9c9f4ee76847 · outbound

This paper cites FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:50.645939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26405e1f-01c6-4177-9c8e-34b8d827b0a4 · outbound

This paper cites Qwen Technical Report.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Qwen Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:50.650773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d2f7d2d-bf49-4319-9d59-0b74ce33614c · outbound

This paper cites AISHELL-1 : An open-source mandarin speech corpus and a speech recognition baseline.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia AISHELL-1 : An open-source mandarin speech corpus and a speech recognition baseline

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.241788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 46728167-1fc3-45b8-b624-2198cb239ab6 · outbound

This paper cites IEMOCAP : Interactive emotional dyadic motion capture database.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia IEMOCAP : Interactive emotional dyadic motion capture database

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.229299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52440562-690e-4e16-84cb-b880bc7a35ee · outbound

This paper cites MSP-IMPROV : An acted corpus of dyadic interactions to study emotion perception.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia MSP-IMPROV : An acted corpus of dyadic interactions to study emotion perception

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.217573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15110fa2-db69-4e3d-a69b-0a745922a32d · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:50.668642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 953d4eb8-70f3-4527-b300-24d2dec5e61f · outbound

This paper cites Qwen2-Audio Technical Report.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Qwen2-Audio Technical Report

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:50.672430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b3e2324-61fc-46a6-8ea9-9c3b754f2a8b · outbound

This paper cites Data products, 2024.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Data products, 2024

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.205841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0013ddfe-9b79-4433-88e9-fedde57b0f45 · outbound

This paper cites Data products, 2024.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Data products, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.194923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ef476ca6-1f6f-4dad-8424-4384230db56e · outbound

This paper cites AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:50.682871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02eea089-deb6-4bff-ab24-2e277fa8f5e9 · outbound

This paper cites Gemmeke, Daniel P.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Gemmeke, Daniel P

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.184074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b763e6cd-8fb7-45a2-ac99-ef753df47ed6 · outbound

This paper cites Vocalsound: A dataset for improving human vocal sounds recognition.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Vocalsound: A dataset for improving human vocal sounds recognition

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.173901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f7be6a17-c051-4edf-a4c8-4012dc488c1a · outbound

This paper cites LoRA : Low -rank adaptation of large language models.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia LoRA : Low -rank adaptation of large language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.163633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2030894-3781-4c39-91b1-699135cd2541 · outbound

This paper cites Datasets, 2017.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Datasets, 2017

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.153105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b228b375-8c03-4806-9680-93ae9f01d650 · outbound

This paper cites Schuller, and Jianhua Tao.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Schuller, and Jianhua Tao

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.142135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f66d6d84-5633-41ca-9be7-69b3c0021db3 · outbound

This paper cites Emotion2vec: Self-supervised pre-training for speech emotion representation.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Emotion2vec: Self-supervised pre-training for speech emotion representation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.131662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fdfd17ed-1cf7-4c0e-be38-c59aaeadb688 · outbound

This paper cites The MSP -conversation corpus.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia The MSP -conversation corpus

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.120340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f9167552-5a2f-4ed4-9def-0c061fd591f3 · outbound

This paper cites MAGICDATA mandarin Chinese read speech corpus, 2019.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia MAGICDATA mandarin Chinese read speech corpus, 2019

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.107988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a9ba5083-904c-4640-9995-ae09ad4aef9e · outbound

This paper cites Librispeech: An ASR corpus based on public domain audio books.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Librispeech: An ASR corpus based on public domain audio books

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.096486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 40c2663a-8e81-4e98-b77a-ac501ac14610 · outbound

This paper cites Reproducing whisper-style training using an open-source toolkit and publicly available data.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Reproducing whisper-style training using an open-source toolkit and publicly available data

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.084881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a5df2899-512f-413b-933e-4b6cfa6d6f51 · outbound

This paper cites an unresolved cited work.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:21:51.072413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0c1bfbc9-4cb3-435b-9387-85f3af8b9463 · outbound

This paper cites MELD : A multimodal multi-party dataset for emotion recognition in conversations.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia MELD : A multimodal multi-party dataset for emotion recognition in conversations

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.061704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4678dbb-125c-49d6-8e58-cd612f3a968a · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Robust speech recognition via large-scale weak supervision

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.051351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 495dd3a5-d28c-4dd6-a54d-f0e27ab3d062 · outbound

This paper cites Nonspeech7k dataset: Classification and analysis of human non-speech sound.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Nonspeech7k dataset: Classification and analysis of human non-speech sound

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.039921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 64e3ad61-25f5-4207-90f2-ffa3e92de62b · outbound

This paper cites The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia The ASRU 2019 Mandarin-English Code-Switching Speech Recognition Challenge: Open Datasets, Tracks, Methods and Results

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T16:21:50.748041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20f0866-7a74-4ce1-8c57-5d36fc155563 · outbound

This paper cites Achieving timestamp prediction while recognizing with non-autoregressive end-to-end ASR model.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Achieving timestamp prediction while recognizing with non-autoregressive end-to-end ASR model

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.026269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation afe57756-a2d3-470d-80f4-fd23a3dffd5b · outbound

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

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia TouchASP: Elastic Automatic Speech Perception that Everyone Can Touch

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-10T16:21:50.833353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 84ec1fc9-4e59-48ac-8f98-fc5b362f883e · outbound

This paper cites PandaGPT : One model to instruction-follow them all.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia PandaGPT : One model to instruction-follow them all

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.014485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5fcabe55-126a-48c5-bc0c-739cc90a3f2d · outbound

This paper cites SALMONN : Towards generic hearing abilities for large language models.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia SALMONN : Towards generic hearing abilities for large language models

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:51.002925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2f9dd831-0c14-453c-9f29-ec7c9ad4fe32 · outbound

This paper cites Kespeech: An open source speech dataset of Mandarin and its eight subdialects.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Kespeech: An open source speech dataset of Mandarin and its eight subdialects

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.992013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5eef7f39-a106-4968-9c33-982a1ac3b2c2 · outbound

This paper cites Upadhyay, Woan-Shiuan Chien, Bo-Hao Su, Lucas Goncalves, Ya-Tse Wu, Ali N.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Upadhyay, Woan-Shiuan Chien, Bo-Hao Su, Lucas Goncalves, Ya-Tse Wu, Ali N

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.980216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 52d13f61-9502-479a-936d-b5b890a9a7ae · outbound

This paper cites Attention is all you need.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Attention is all you need

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.967826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation caff80b2-1551-4bc4-b5e7-265f7e582f6b · outbound

This paper cites A large-scale Chinese short-text conversation dataset.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia A large-scale Chinese short-text conversation dataset

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.955944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75834008-8b63-4873-963e-aa9b98735c35 · outbound

This paper cites WENETSPEECH : A 10000+ hours multi-domain Mandarin corpus for speech recognition.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia WENETSPEECH : A 10000+ hours multi-domain Mandarin corpus for speech recognition

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.943291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 98512b3b-063f-4236-be2d-d25226d42cf0 · outbound

This paper cites M 3 ED : Multi -modal multi-scene multi-label emotional dialogue database.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia M 3 ED : Multi -modal multi-scene multi-label emotional dialogue database

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.930655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26a6b988-ecf9-42c2-8381-48f36e2c8c64 · outbound

This paper cites Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset.

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia Seen and unseen emotional style transfer for voice conversion with a new emotional speech dataset

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:21:50.916362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 06cb53d3-6404-4a88-af11-6ebc594f1ca1 · inbound

MultiMind: Enhancing Werewolf Agents with Multimodal Reasoning and Theory of Mind cites this paper.

MultiMind: Enhancing Werewolf Agents with Multimodal Reasoning and Theory of Mind OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:33:10.833843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 203b544f-3836-4423-a139-4e5a5f95024d · inbound

Kimi-Audio Technical Report cites this paper.

Kimi-Audio Technical Report OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:21:27.283015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 314f9479-bc79-4f09-bcb5-5fa240649b68 · inbound

Diarization-Aware Multi-Speaker Automatic Speech Recognition via Large Language Models cites this paper.

Diarization-Aware Multi-Speaker Automatic Speech Recognition via Large Language Models OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T10:18:51.939607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27882c48-9fd5-4dce-80ee-c7519ae63114 · inbound

BridgeTA: Bridging the Representation Gap in Knowledge Distillation via Teacher Assistant for Bird's Eye View Map Segmentation cites this paper.

BridgeTA: Bridging the Representation Gap in Knowledge Distillation via Teacher Assistant for Bird's Eye View Map Segmentation OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-05T20:59:46.041859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 787c8920-5478-449b-bb67-7791784322b4 · inbound

OSUM-EChat: Enhancing End-to-End Empathetic Spoken Chatbot via Understanding-Driven Spoken Dialogue cites this paper.

OSUM-EChat: Enhancing End-to-End Empathetic Spoken Chatbot via Understanding-Driven Spoken Dialogue OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-05T21:03:09.640862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93284ac9-394a-42dc-9ced-1d4b75bc47dd · inbound

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages cites this paper.

Towards Building Speech Large Language Models for Multitask Understanding in Low-Resource Languages OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:31:37.228057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 267ba0df-de4f-406e-956d-5b4178a6c813 · inbound

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs cites this paper.

EchoingPixels: Aliasing-Resistant Joint Token Reduction for Audio-Visual LLMs OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T17:16:38.479016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 196a7acf-ff2b-4f85-a4b7-7f2990d536e4 · inbound

HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models cites this paper.

HumDial-EIBench: A Human-Recorded Multi-Turn Emotional Intelligence Benchmark for Audio Language Models OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:36:05.898403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ead0d2e-a824-4f9f-951d-49a72e4765b3 · inbound

Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models cites this paper.

Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T14:10:28.342560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d2db76cc-80e9-4dfd-93d8-fbf512f19a12 · inbound

Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models cites this paper.

Audio-Cogito: Towards Deep Audio Reasoning in Large Audio Language Models OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T21:18:46.566338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae99d2f1-9b81-426c-9ce1-96113b53d4bc · inbound

Hard to Be Heard: Phoneme-Level ASR Analysis of Phonologically Complex, Low-Resource Endangered Languages cites this paper.

Hard to Be Heard: Phoneme-Level ASR Analysis of Phonologically Complex, Low-Resource Endangered Languages OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:56:31.006517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 760bc7e5-e472-4085-b43d-a2c487a220c8 · inbound

MSU-Bench: Towards Speaker-Centric Understanding in Conversational Multi-Speaker Scenarios cites this paper.

MSU-Bench: Towards Speaker-Centric Understanding in Conversational Multi-Speaker Scenarios OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-04T11:49:50.790654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 459daaf3-3a19-4091-a8cc-2608f1eb74b1 · inbound

MEUSLI: a Multilingual Projector for LLM-based ASR and Beyond cites this paper.

MEUSLI: a Multilingual Projector for LLM-based ASR and Beyond OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T05:50:29.618737Z

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