Reinhold Haeb-Umbach
21 papers · 2016–2024 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Academic Marathon (8)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Loyalist
(21)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(97)
π
Trend Setter
π
Century Club
(21)
π₯
Unstoppable
(9)
π
Conference Pioneer
Conferences
INTERSPEECH (21)
Top co-authors
Keywords
source separation
(6)
speech enhancement
(6)
acoustic unit discovery
(3)
word error rate
(3)
speaker diarization
(3)
variational autoencoder
(3)
speaker separation
(3)
acoustic beamforming
(3)
mask estimation
(2)
overlapping speech
(2)
neural beamforming
(2)
speech recognition
(2)
bayesian inference
(2)
unsupervised learning
(2)
end-to-end model
(2)
hidden markov model
(2)
recurrent neural network
(2)
automatic speech recognition
(2)
variational inference
(2)
graph neural network
(2)
Papers
Once more Diarization: Improving meeting transcription systems through segment-level speaker reassignment
INTERSPEECH 2024
Mixture Encoder for Joint Speech Separation and Recognition
INTERSPEECH 2023
A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures
INTERSPEECH 2023
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT
INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion
INTERSPEECH 2022
An Initialization Scheme for Meeting Separation with Spatial Mixture Models
INTERSPEECH 2022
Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers
INTERSPEECH 2021
Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments
INTERSPEECH 2020
Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR
INTERSPEECH 2020
Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation
INTERSPEECH 2020
Privacy-Preserving Variational Information Feature Extraction for Domestic Activity Monitoring versus Speaker Identification
INTERSPEECH 2019
Multi-Channel Block-Online Source Extraction Based on Utterance Adaptation
INTERSPEECH 2019
Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR
INTERSPEECH 2019
Unsupervised Training of Neural Mask-Based Beamforming
INTERSPEECH 2019
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery
INTERSPEECH 2018
Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation
INTERSPEECH 2018
Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings
INTERSPEECH 2017
Leveraging Text Data for Word Segmentation for Underresourced Languages
INTERSPEECH 2017
Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery
INTERSPEECH 2017
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement
INTERSPEECH 2016
A priori SNR Estimation Using a Generalized Decision Directed Approach
INTERSPEECH 2016