Shoko Araki
17 papers · 2016–2025 · 1 venue · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π€ Dynamic Duo (11)
π
Conference Pioneer
π₯
Unstoppable Β· Silver
β
The Questioner
(2)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(72)
Venues
Top co-authors
Research topics
Speech & Audio
(12)
Analysis
(9)
Synthesis
(8)
Machine Learning
(7)
Deep Learning
(5)
Artificial Intelligence
(4)
Core Methods
(4)
Architectures
(3)
Recognition
(3)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
speech enhancement
(8)
speech intelligibility
(6)
automatic speech recognition
(4)
target sound extraction
(3)
speaker diarization
(2)
source separation
(2)
speech intelligibility prediction
(2)
deep neural network
(2)
gammachirp filter
(2)
envelope distortion
(2)
neural network
(2)
signal-to-distortion ratio
(2)
uncertainty quantification
(1)
hierarchical clustering
(1)
orthogonal projection
(1)
multivariate gaussian
(1)
self-attention mechanism
(1)
speech recognition
(1)
real-time processing
(1)
knowledge distillation
(1)
Papers
Real-time TSE demonstration via SoundBeam with KD
Interspeech 2025
Why is children's ASR so difficult? Analyzing children's phonological error patterns using SSL-based phoneme recognizers
Interspeech 2025
Array Geometry-Robust Attention-Based Neural Beamformer for Moving Speakers
Interspeech 2024
Frontier of Frontend for Conversational Speech Processing
Interspeech 2024
Impact of Residual Noise and Artifacts in Speech Enhancement Errors on Intelligibility of Human and Machine
Interspeech 2023
Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization
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
Few-Shot Learning of New Sound Classes for Target Sound Extraction
Interspeech 2021
PILOT: Introducing Transformers for Probabilistic Sound Event Localization
Interspeech 2021
Computationally Efficient and Versatile Framework for Joint Optimization of Blind Speech Separation and Dereverberation
Interspeech 2020
Listen to What You Want: Neural Network-Based Universal Sound Selector
Interspeech 2020
Predicting Intelligibility of Enhanced Speech Using Posteriors Derived from DNN-Based ASR System
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