Tom Bäckström
18 papers · 2016–2024 · 2 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(4)
🧭
Keyword Pioneer
💎
Century Club · Bronze
🌈
Renaissance Researcher
(7)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
🗃️
Keyword Collector
(72)
Venues
Top co-authors
Research topics
Machine Learning
(15)
Optimization & Theory
(8)
Speech & Audio
(6)
Synthesis
(5)
Mathematics & Optimization
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Optimization
(3)
Interdisciplinary
(2)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Linguistics
(2)
Keywords
speech coding
(7)
audio coding
(5)
spectral envelope
(4)
speech codec
(4)
vector quantization
(3)
linear predictive coding
(2)
privacy perception
(2)
end-to-end optimization
(2)
speech analysis
(1)
sensor networks
(1)
speech enhancement
(1)
harmonic structure
(1)
gaussian mixture model
(1)
latent space
(1)
voice conversion
(1)
signal decomposition
(1)
entropy coding
(1)
joint optimization
(1)
non-negative matrix factorization
(1)
phonetic analysis
(1)
Papers
Privacy PORCUPINE: Anonymization of Speaker Attributes Using Occurrence Normalization for Space-Filling Vector Quantization
Interspeech 2024
User Perspective on Anonymity in Voice Assistants – A comparison between Germany and Finland
COLING 2024
Interpretable Latent Space Using Space-Filling Curves for Phonetic Analysis in Voice Conversion
Interspeech 2023
Cancellation of Local Competing Speaker with Near-Field Localization for Distributed ad-hoc Sensor Network
Interspeech 2021
End-to-End Optimized Multi-Stage Vector Quantization of Spectral Envelopes for Speech and Audio Coding
Interspeech 2021
Fundamental Frequency Model for Postfiltering at Low Bitrates in a Transform-Domain Speech and Audio Codec
Interspeech 2020
Perception of Privacy Measured in the Crowd — Paired Comparison on the Effect of Background Noises
Interspeech 2020
End-to-End Optimization of Source Models for Speech and Audio Coding Using a Machine Learning Framework
Interspeech 2019
Sound Privacy: A Conversational Speech Corpus for Quantifying the Experience of Privacy
Interspeech 2019
Super-Wideband Spectral Envelope Modeling for Speech Coding
Interspeech 2019
Dithered Quantization for Frequency-Domain Speech and Audio Coding
Interspeech 2018
Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding
Interspeech 2018
Postfiltering with Complex Spectral Correlations for Speech and Audio Coding
Interspeech 2018
Estimation of the Probability Distribution of Spectral Fine Structure in the Speech Source
Interspeech 2017
Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization
Interspeech 2016
Blind Recovery of Perceptual Models in Distributed Speech and Audio Coding
Interspeech 2016
Entropy Coding of Spectral Envelopes for Speech and Audio Coding Using Distribution Quantization
Interspeech 2016
Joint Enhancement and Coding of Speech by Incorporating Wiener Filtering in a CELP Codec
Interspeech 2016