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Podcast recommendation is a growing area of research that presents new challenges and opportunities. Individuals interact with podcasts in a way that is distinct from most other media; and primary to our concerns is distinct from music…

Machine Learning · Computer Science 2020-09-09 Greg Benton , Ghazal Fazelnia , Alice Wang , Ben Carterette

Podcasts provide highly diverse content to a massive listener base through a unique on-demand modality. However, limited data has prevented large-scale computational analysis of the podcast ecosystem. To fill this gap, we introduce a…

Computation and Language · Computer Science 2025-12-22 Benjamin Litterer , David Jurgens , Dallas Card

Podcasts are a relatively new form of audio media. Episodes appear on a regular cadence, and come in many different formats and levels of formality. They can be formal news journalism or conversational chat; fiction or non-fiction. They are…

Computation and Language · Computer Science 2020-12-08 Ann Clifton , Aasish Pappu , Sravana Reddy , Yongze Yu , Jussi Karlgren , Ben Carterette , Rosie Jones

Podcasts have become an increasingly popular medium for knowledge sharing within the software engineering (SE) community, offering insights into industry developments and the perspectives of professionals with different backgrounds. As this…

Software Engineering · Computer Science 2026-05-27 Marvin Wyrich , Marcos Kalinowski , Adolfo Neto , Sven Apel

Rapidly growing online podcast archives contain diverse content on a wide range of topics. These archives form an important resource for entertainment and professional use, but their value can only be realized if users can rapidly and…

Information Retrieval · Computer Science 2021-08-27 Ben Carterette , Rosie Jones , Gareth F. Jones , Maria Eskevich , Sravana Reddy , Ann Clifton , Yongze Yu , Jussi Karlgren , Ian Soboroff

Recommender systems are increasingly used to predict and serve content that aligns with user taste, yet the task of matching new users with relevant content remains a challenge. We consider podcasting to be an emerging medium with rapid…

Information Retrieval · Computer Science 2020-07-28 Zahra Nazari , Christophe Charbuillet , Johan Pages , Martin Laurent , Denis Charrier , Briana Vecchione , Ben Carterette

Advances in generative AI, the proliferation of large multimodal models (LMMs), and democratized open access to these technologies have direct implications for the production and diffusion of misinformation. In this prequel, we address…

Human-Computer Interaction · Computer Science 2024-08-02 Sachin Pathiyan Cherumanal , Ujwal Gadiraju , Damiano Spina

Listening to audio content, such as podcasts and audiobooks, is one way for people to engage with knowledge. Listening affords people more mobility than reading by seeing, thereby broadening their learning opportunities. This study explores…

Human-Computer Interaction · Computer Science 2025-01-23 Yuchi Yahagi , Rintaro Chujo , Yuga Harada , Changyo Han , Kohei Sugiyama , Takeshi Naemura

Podcast summary, an important factor affecting end-users' listening decisions, has often been considered a critical feature in podcast recommendation systems, as well as many downstream applications. Existing abstractive summarization…

Computation and Language · Computer Science 2020-08-27 Chujie Zheng , Harry Jiannan Wang , Kunpeng Zhang , Ling Fan

News podcasts are a popular medium to stay informed and dive deep into news topics. Today, most podcasts are handcrafted by professionals. In this work, we advance the state-of-the-art in automatically generated podcasts, making use of…

Human-Computer Interaction · Computer Science 2022-02-16 Philippe Laban , Elicia Ye , Srujay Korlakunta , John Canny , Marti A. Hearst

Privacy in speech and audio has many facets. A particularly under-developed area of privacy in this domain involves consideration for information related to content and context. Speech content can include words and their meaning or even…

Audio and Speech Processing · Electrical Eng. & Systems 2023-01-24 Jennifer Williams , Karla Pizzi , Shuvayanti Das , Paul-Gauthier Noe

Podcasts have emerged as a massively consumed online content, notably due to wider accessibility of production means and scaled distribution through large streaming platforms. Categorization systems and information access technologies…

Information Retrieval · Computer Science 2022-01-13 Francisco B. Valero , Marion Baranes , Elena V. Epure

Podcasts are traditionally shared through RSS feeds. As well as pointing to the audio files, RSS gives a creator a way of providing metadata about the podcast shows and episodes. We investigate how certain metadata fields associated with…

Information Retrieval · Computer Science 2020-09-30 Matthew Sharpe

Audio platforms have evolved beyond entertainment. They have become central to public discourse, from podcasts and radio to WhatsApp voice notes and live streams. With millions of shows and hundreds of millions of listeners, audio platforms…

Computation and Language · Computer Science 2026-04-21 Chaewan Chun , Delvin Ce Zhang , Dongwon Lee

Compared to search engine result pages (SERPs), AI-generated podcasts represent a relatively new and relatively more passive modality of information consumption, delivering narratives in a naturally engaging format. As these two media…

Information Retrieval · Computer Science 2026-01-19 Junjie Wang , Gaole He , Alisa Rieger , Ujwal Gadiraju

Podcasts have become a central arena for shaping public opinion, making them a vital source for understanding contemporary discourse. Their typically unscripted, multi-themed, and conversational style offers a rich but complex form of data.…

Computation and Language · Computer Science 2025-12-17 Shreya Gupta , Ojasva Saxena , Arghodeep Nandi , Sarah Masud , Kiran Garimella , Tanmoy Chakraborty

Podcasts have recently shown a rapid rise in popularity. Summarization of podcast transcripts is of practical benefit to both content providers and consumers. It helps consumers to quickly decide whether they will listen to the podcasts and…

Computation and Language · Computer Science 2022-03-23 Kaiqiang Song , Chen Li , Xiaoyang Wang , Dong Yu , Fei Liu

While there is an abundance of popular writing targeted to podcast creators on how to speak in ways that engage their listeners, there has been little data-driven analysis of podcasts that relates linguistic style with listener engagement.…

Computation and Language · Computer Science 2021-06-15 Sravana Reddy , Marina Lazarova , Yongze Yu , Rosie Jones

Computing practice today depends on visual output to drive almost all user interaction. Other senses, such as audition, may be totally neglected, or used tangentially, or used in highly restricted specialized ways. We have excellent audio…

Sound · Computer Science 2015-06-25 Michael J. O'Donnell , Ilia Bisnovatyi

Tackling toxic behavior in digital communication continues to be a pressing concern for both academics and industry professionals. While significant research has explored toxicity on platforms like social networks and discussion boards,…

Computation and Language · Computer Science 2025-09-01 Naquee Rizwan , Nayandeep Deb , Sarthak Roy , Vishwajeet Singh Solanki , Kiran Garimella , Animesh Mukherjee
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