Current Challenges and Future Directions in Podcast Information Access
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Abstract (arXiv)
Podcasts are spoken documents across a wide-range of genres and styles, with growing listenership across the world, and a rapidly lowering barrier to entry for both listeners and creators. The great strides in search and recommendation in research and industry have yet to see impact in the podcast space, where recommendations are still largely driven by word of mouth. In this perspective paper, we highlight the many differences between podcasts and other media, and discuss our perspective on challenges and future research directions in the domain of podcast information access.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 17 Jun 2021.
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Citing papers per year: 2021: 1; 2022: 2; 2023: 0; 2024: 1; 2025: 3.
7 papers.
- 2024PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapterscited by 8
- 2025Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judgecited by 6
- 2022Topic Modeling on Podcast Short-Text Metadatacited by 3
- 2025VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answeringcited by 3
- 2021Topic Model Robustness to Automatic Speech Recognition Errors in Podcast Transcriptscited by 1
- 2022Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Freecited by 0
- 2025Listening Between the Lines: Decoding Podcast Narratives with Language Modelingcited by 0
- 2025Listening Between the Lines: Decoding Podcast Narratives with Language Modeling7 Nov 2025
- 2025Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge12 Aug 2025
- 2025VoxRAG: A Step Toward Transcription-Free RAG Systems in Spoken Question Answering22 May 2025
- 2024PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters21 Oct 2024
- 2022Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Free25 Jul 2022
- 2022Topic Modeling on Podcast Short-Text Metadata12 Jan 2022
- 2021Topic Model Robustness to Automatic Speech Recognition Errors in Podcast Transcripts25 Sep 2021