Anna M. Kruspe

According to our database, Anna M. Kruspe authored at least 37 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

More than words: Advancements and challenges in speech recognition for singing.

Anna M. Kruspe

CoRR, 2024

2023

A survey of uncertainty in deep neural networks.

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

Artif. Intell. Rev., October, 2023

Towards Large-scale Building Attribute Mapping using Crowdsourced Images: Scene Text Recognition on Flickr and Problems to be Solved.

Yao Sun, Anna M. Kruspe, Liqiu Meng, Yifan Tian, Eike Jens Hoffmann, Stefan Auer, Xiao Xiang Zhu

CoRR, 2023

2022

An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing.

Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2022

Geo-Information Harvesting from Social Media Data.

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

CoRR, 2022

Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape.

Qingyu Li, Hannes Taubenböck, Yilei Shi, Stefan Auer, Robert Roschlaub, Clemens Glock, Anna M. Kruspe, Xiao Xiang Zhu

Int. J. Appl. Earth Obs. Geoinformation, 2022

True or False? Detecting False Information on Social Media Using Graph Neural Networks.

Samyo Rode-Hasinger, Anna M. Kruspe, Xiao Xiang Zhu

Proceedings of the Eighth Workshop on Noisy User-generated Text, 2022

2021

Out-of-distribution detection in satellite image classification.

Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu

CoRR, 2021

An OpenStreetMap-Based Dataset of Building Footprints for Analysing Different Types of Label Noise.

Jonas Gütter, Anna M. Kruspe, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Towards Out-of-Distribution Detection for Remote Sensing.

Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Changes in Twitter geolocations: Insights and suggestions for future usage.

Anna M. Kruspe, Matthias Häberle, Eike Jens Hoffmann, Samyo Rode-Hasinger, Karam Abdulahhad, Xiao Xiang Zhu

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

2020

Cross-language sentiment analysis of European Twitter messages duringthe COVID-19 pandemic.

Anna M. Kruspe, Matthias Häberle, Iona Kuhn, Xiao Xiang Zhu

CoRR, 2020

A simple method for domain adaptation of sentence embeddings.

Anna M. Kruspe

CoRR, 2020

Sensor Artificial Intelligence and its Application to Space Systems - A White Paper.

Anko Börner, Heinz-Wilhelm Hübers, Odej Kao, Florian Schmidt, Soeren 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

CoRR, 2020

Detecting Novelty in Social Media Messages During Emerging Crisis Events.

Anna M. Kruspe

Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification.

Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe, Xiaoxiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Analysis of Railway Track Irregularities with Convolutional Autoencoders and Clustering Algorithms.

Julia Niebling, Benjamin Baasch, Anna M. Kruspe

Proceedings of the Dependable Computing - EDCC 2020 Workshops, 2020

2019

An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music.

Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew M. Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna M. Kruspe, Luwei Yang

IEEE Signal Process. Mag., 2019

Few-shot tweet detection in emerging disaster events.

Anna M. Kruspe

CoRR, 2019

One-Way Prototypical Networks.

Anna M. Kruspe

CoRR, 2019

Classification of Incident-related Tweets: Exploiting Word and Sentence Embeddings.

Anna M. Kruspe, Jens Kersten, Friederike Klan

Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

Detecting event-related tweets by example using few-shot models.

Anna M. Kruspe, Jens Kersten, Friederike Klan

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

Robust filtering of crisis-related tweets.

Jens Kersten, Anna M. Kruspe, Matti Wiegmann, Friederike Klan

Proceedings of the 16th International Conference on Information Systems for Crisis Response and Management, 2019

2018

Application of automatic speech recognition technologies to singing.

Anna M. Kruspe

PhD thesis, 2018

Retrieval of Song Lyrics from Sung Queries.

Anna M. Kruspe, Masataka Goto

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Automatic speech/music discrimination for broadcast signals.

Anna M. Kruspe, Dominik Zapf, Hanna M. Lukashevich

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

2016

Bootstrapping a System for Phoneme Recognition and Keyword Spotting in Unaccompanied Singing.

Anna M. Kruspe

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Phonotactic Language Identification for Singing.

Anna M. Kruspe

Proceedings of the Interspeech 2016, 2016

Retrieval of Textual Song Lyrics from Sung Inputs.

Anna M. Kruspe

Proceedings of the Interspeech 2016, 2016

2015

Training Phoneme Models for Singing with "Songified" Speech Data.

Anna M. Kruspe

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Keyword spotting in singing with duration-modeled HMMs.

Anna M. Kruspe

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

A GMM Approach to Singing Language Identification.

Anna M. Kruspe, Jakob Abeßer, Christian Dittmar

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

Keyword Spotting in A-capella Singing.

Anna M. Kruspe

Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Improving Singing Language Identification through i-Vector Extraction.

Anna M. Kruspe

Proceedings of the 17th International Conference on Digital Audio Effects, 2014

2013

Towards coarse-scale event detection in music.

Anna M. Kruspe, Jakob Abeßer, Christian Dittmar

Proceedings of the Audio Mostly 2013, 2013

2011

Automatic Classification of Musical Pieces into Global Cultural Areas.

Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer, Holger Großmann, Christian Dittmar

Proceedings of the AES International Conference Semantic Audio 2011, 2011

Artist filtering for non-western music classification.

Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer

Proceedings of the AM '11, 2011