18 citations · 74 across the 18 of their papers we have counts for
9 papers · 1 filter
Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Free
M. Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren +1
Podcasts are conversational in nature and speaker changes are frequent -- requiring speaker diarization for content understanding. We propose an unsupervised technique for speaker…
Conventions and Mutual Expectations -- understanding sources for web genres
Jussi Karlgren
Genres can be understood in many different ways. They are often perceived as a primarily sociological construction, or, alternatively, as a stylostatistically observable objective…
Textual Stylistic Variation: Choices, Genres and Individuals
Jussi Karlgren
This chapter argues for more informed target metrics for the statistical processing of stylistic variation in text collections. Much as operationalised relevance proved a useful go…
How Lexical Gold Standards Have Effects On The Usefulness Of Text Analysis Tools For Digital Scholarship
Jussi Karlgren
This paper describes how the current lexical similarity and analogy gold standards are built to conform to certain ideas about what the models they are designed to evaluate are use…
High-dimensional distributed semantic spaces for utterances
Jussi Karlgren, Pentti Kanerva
High-dimensional distributed semantic spaces have proven useful and effective for aggregating and processing visual, auditory, and lexical information for many tasks related to hum…
Text Mining for Processing Interview Data in Computational Social Science
Jussi Karlgren, Renee Li, Eva M Meyersson Milgrom
We use commercially available text analysis technology to process interview text data from a computational social science study. We find that topical clustering and terminological…
The Spotify Podcast Dataset
Ann Clifton, Aasish Pappu, Sravana Reddy +4
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 journal…
Inferring the location of authors from words in their texts
Max Berggren, Jussi Karlgren, Robert Östling +1
For the purposes of computational dialectology or other geographically bound text analysis tasks, texts must be annotated with their or their authors' location. Many texts are loca…
Viewpoint and Topic Modeling of Current Events
Kerry Zhang, Jussi Karlgren, Cheng Zhang +1
There are multiple sides to every story, and while statistical topic models have been highly successful at topically summarizing the stories in corpora of text documents, they do n…