Anna M. Kruspe

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Venues

Technische Universität Ilmenau, Germany (PHD)

Education History

Technische Universität Ilmenau, Germany

PHD

Publications

Anna M. Kruspe
More than words: Advancements and challenges in speech recognition for singing. CoRR (2024)
Lea Schaab, Anna M. Kruspe
Joint sentiment analysis of lyrics and audio in music. CoRR (2024)
Anna M. Kruspe
Towards detecting unanticipated bias in Large Language Models. CoRR (2024)
Mila Stillman, Anna M. Kruspe
Geolocation Extraction From Reddit Text Data. GeoExT@ECIR (2024)
Yao Sun, Anna M. Kruspe, Liqiu Meng, Yifan Tian, Eike Jens Hoffmann, Stefan Auer, Xiao Xiang Zhu
Towards Large-scale Building Attribute Mapping using Crowdsourced Images: Scene Text Recognition on Flickr and Problems to be Solved. CoRR (2023)
Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiaoxiang Zhu
A survey of uncertainty in deep neural networks. Artif. Intell. Rev. 56 (S1) (2023)
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qingyu Li, Hannes Taubenböck, Yilei Shi, Stefan Auer, Robert Roschlaub, Clemens Glock, Anna M. Kruspe, Xiao Xiang Zhu
Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Xiao Xiang Zhu, Yuanyuan Wang, Mrinalini Kochupillai, Martin Werner, Matthias Häberle, Eike Jens Hoffmann, Hannes Taubenböck, Devis Tuia, Alex Levering, Nathan Jacobs, Anna M. Kruspe, Karam Abdulahhad
Geo-Information Harvesting from Social Media Data. CoRR (2022)
Samyo Rode-Hasinger, Anna M. Kruspe, Xiao Xiang Zhu
True or False? Detecting False Information on Social Media Using Graph Neural Networks. W-NUT@COLING (2022)
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
Out-of-distribution detection in satellite image classification. CoRR (2021)
Anna M. Kruspe, Matthias Häberle, Eike Jens Hoffmann, Samyo Rode-Hasinger, Karam Abdulahhad, Xiao Xiang Zhu
Changes in Twitter geolocations: Insights and suggestions for future usage. CoRR (2021)
Jonas Gütter, Anna M. Kruspe, Xiao Xiang Zhu
An OpenStreetMap-Based Dataset of Building Footprints for Analysing Different Types of Label Noise. IGARSS (2021)
Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu
Towards Out-of-Distribution Detection for Remote Sensing. IGARSS (2021)
Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe, Rudolph Triebel, Peter Jung, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiao Xiang Zhu
A Survey of Uncertainty in Deep Neural Networks. CoRR (2021)
Anna M. Kruspe, Matthias Häberle, Eike Jens Hoffmann, Samyo Rode-Hasinger, Karam Abdulahhad, Xiao Xiang Zhu
Changes in Twitter geolocations: Insights and suggestions for future usage. W-NUT (2021)
Anna M. Kruspe, Matthias Häberle, Iona Kuhn, Xiao Xiang Zhu
Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic. CoRR (2020)
Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Sören Becker, Joachim Denzler, Daniel Matolin, David Haber, Sergio Lucia, Wojciech Samek, Rudolph Triebel, Sascha Eichstädt, Felix Bießmann, Anna M. Kruspe, Peter Jung, Manon Kok, Guillermo Gallego, Ralf Berger
Sensor Artificial Intelligence and its Application to Space Systems - A White Paper. CoRR (2020)
Anna M. Kruspe
A simple method for domain adaptation of sentence embeddings. CoRR (2020)
Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe, Xiaoxiang Zhu
On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification. IGARSS (2020)
Anna M. Kruspe
Detecting Novelty in Social Media Messages During Emerging Crisis Events. ISCRAM (2020)
Julia Niebling, Benjamin Baasch, Anna M. Kruspe
Analysis of Railway Track Irregularities with Convolutional Autoencoders and Clustering Algorithms. EDCC Workshops (2020)
Anna M. Kruspe
One-Way Prototypical Networks. CoRR (2019)
Jens Kersten, Anna M. Kruspe, Matti Wiegmann, Friederike Klan
Robust filtering of crisis-related tweets. ISCRAM (2019)
Anna M. Kruspe, Jens Kersten, Friederike Klan
Detecting event-related tweets by example using few-shot models. ISCRAM (2019)
Anna M. Kruspe
Few-shot tweet detection in emerging disaster events. CoRR (2019)
Anna M. Kruspe, Jens Kersten, Friederike Klan
Classification of Incident-related Tweets: Exploiting Word and Sentence Embeddings. TREC (2019)
Anna M. Kruspe, Masataka Goto
Retrieval of Song Lyrics from Sung Queries. ICASSP (2018)
Anna M. Kruspe, Dominik Zapf, Hanna M. Lukashevich
Automatic speech/music discrimination for broadcast signals. GI-Jahrestagung (2017)
Anna M. Kruspe
Bootstrapping a System for Phoneme Recognition and Keyword Spotting in Unaccompanied Singing. ISMIR (2016)
Anna M. Kruspe
Phonotactic Language Identification for Singing. INTERSPEECH (2016)
Anna M. Kruspe
Retrieval of Textual Song Lyrics from Sung Inputs. INTERSPEECH (2016)
Anna M. Kruspe
Training Phoneme Models for Singing with "Songified" Speech Data. ISMIR (2015)
Anna M. Kruspe
Keyword spotting in singing with duration-modeled HMMs. EUSIPCO (2015)
Anna M. Kruspe
Improving Singing Language Identification through i-Vector Extraction. DAFx (2014)
Anna M. Kruspe, Jakob Abeßer, Christian Dittmar
A GMM Approach to Singing Language Identification. Semantic Audio (2014)
Anna M. Kruspe
Keyword Spotting in A-capella Singing. ISMIR (2014)
Anna M. Kruspe, Jakob Abeßer, Christian Dittmar
Towards coarse-scale event detection in music. Audio Mostly Conference (2013)
Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer
Artist filtering for non-western music classification. Audio Mostly Conference (2011)
Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer, Holger Großmann, Christian Dittmar
Automatic Classification of Musical Pieces into Global Cultural Areas. Semantic Audio (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anna M. Kruspe