Shoko Araki
15 papers · 2016–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Cross-Pollinator (8) π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(22)
π€
Dynamic Duo
(11)
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Keyword Champion
(2)
β
The Questioner
π
Conference Pioneer
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Century Club
(15)
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Trend Setter
ποΈ
Keyword Collector
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Unstoppable
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Conferences
INTERSPEECH (15)
Top co-authors
Keywords
speech enhancement
(8)
speech intelligibility
(6)
automatic speech recognition
(4)
speaker diarization
(2)
target sound extraction
(2)
speech intelligibility prediction
(2)
envelope distortion
(2)
neural network
(2)
source separation
(2)
signal-to-distortion ratio
(2)
gammachirp filter
(2)
deep neural network
(2)
variational bayesian inference
(1)
variational bayesian
(1)
uncertainty quantification
(1)
computational efficiency
(1)
multivariate gaussian
(1)
self-attention mechanism
(1)
hierarchical clustering
(1)
posterior probability
(1)
Papers
Array Geometry-Robust Attention-Based Neural Beamformer for Moving Speakers
INTERSPEECH 2024
Frontier of Frontend for Conversational Speech Processing
INTERSPEECH 2024
Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization
INTERSPEECH 2023
Impact of Residual Noise and Artifacts in Speech Enhancement Errors on Intelligibility of Human and Machine
INTERSPEECH 2023
How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR
INTERSPEECH 2022
Comparison of Remote Experiments Using Crowdsourcing and Laboratory Experiments on Speech Intelligibility
INTERSPEECH 2021
PILOT: Introducing Transformers for Probabilistic Sound Event Localization
INTERSPEECH 2021
Few-Shot Learning of New Sound Classes for Target Sound Extraction
INTERSPEECH 2021
Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation
INTERSPEECH 2020
Predicting Intelligibility of Enhanced Speech Using Posteriors Derived from DNN-Based ASR System
INTERSPEECH 2020
Listen to What You Want: Neural Network-Based Universal Sound Selector
INTERSPEECH 2020
Predicting Speech Intelligibility of Enhanced Speech Using Phone Accuracy of DNN-Based ASR System
INTERSPEECH 2019
Multi-resolution Gammachirp Envelope Distortion Index for Intelligibility Prediction of Noisy Speech
INTERSPEECH 2018
Predicting Speech Intelligibility Using a Gammachirp Envelope Distortion Index Based on the Signal-to-Distortion Ratio
INTERSPEECH 2017
Speech Intelligibility Prediction Based on the Envelope Power Spectrum Model with the Dynamic Compressive Gammachirp Auditory Filterbank
INTERSPEECH 2016