Bio

My name is Tzeviya Sylvia Fuchs. I completed my PhD in Computer-Science from Bar-Ilan University under the supervision of Prof. Joseph Keshet. My research interests are in machine-learning, deep-learning and their applications in speech processing, spcifically, unsupervised word segmentation, keyword spotting and spoken term detection.

Publications

• Unsupervised Word Segmentation Using Temporal Gradient Pseudo-Labels. Tzeviya Sylvia Fuchs and Yedid Hoshen. ICASSP, 2023. Paper, Code.
• Unsupervised Word Segmentation using K Nearest Neighbors. Tzeviya Sylvia Fuchs, Yedid Hoshen, Joseph Keshet. Interspeech, 2022, Paper, Code.
• CNN-based Spoken Term Detection and Localization without Dynamic Programming. Tzeviya Sylvia Fuchs*, Yael Segal*, Joseph Keshet. The 46th IEEE International Conference in Acoustic, Speech and Signal Processing (ICASSP), 2021, Paper.
• SpeechYOLO: Detection and Localization of Speech Objects. Yael Segal*, Tzeviya Sylvia Fuchs*, Joseph Keshet. The 20th Annual Conference of the International Speech Communication Association INTERSPEECH 2019, Sep. 2019, pp. 4210–4214, Paper, Code.
• Assessing Automatic VOT Annotation using Unimpaired and Impaired Speech. Esteban Buz, Adam Buchwald, Tzeviya Fuchs, Joseph Keshet. 2018 International journal of speech-language pathology Volume 20 number 6, 2018, pp. 624–634, Paper.
• Spoken Term Detection Automatically Adjusted for a Given Threshold. Tzeviya Fuchs, Joseph Keshet. IEEE Journal of Selected Topics in Signal Processing, Volume 11 Issue: 8, Dec. 2017, pp. 1310–1317, Paper.