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10/31/2021
Revisiting joint decoding based multi-talker speech recognition with DNN acoustic model
In typical multi-talker speech recognition systems, a neural network-bas...
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10/22/2021
GPU-Accelerated Forward-Backward algorithm with Application to Lattice-Free MMI
We propose to express the forward-backward algorithm in terms of operati...
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06/08/2021
Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings
When documenting oral-languages, Unsupervised Word Segmentation (UWS) fr...
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11/04/2020
A Hierarchical Subspace Model for Language-Attuned Acoustic Unit Discovery
In this work, we propose a hierarchical subspace model for acoustic unit...
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10/12/2020
The Zero Resource Speech Challenge 2020: Discovering discrete subword and word units
We present the Zero Resource Speech Challenge 2020, which aims at learni...
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05/19/2020
Bayesian Subspace HMM for the Zerospeech 2020 Challenge
In this paper we describe our submission to the Zerospeech 2020 challeng...
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04/25/2019
The Zero Resource Speech Challenge 2019: TTS without T
We present the Zero Resource Speech Challenge 2019, which proposes to bu...
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04/08/2019
Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery
This work tackles the problem of learning a set of language specific aco...
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06/18/2018
Unsupervised Word Segmentation from Speech with Attention
We present a first attempt to perform attentional word segmentation dire...
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02/23/2018
The JHU Speech LOREHLT 2017 System: Cross-Language Transfer for Situation-Frame Detection
We describe the system our team used during NIST's LoReHLT (Low Resource...
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02/16/2018
Bayesian Models for Unit Discovery on a Very Low Resource Language
Developing speech technologies for low-resource languages has become a v...
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02/14/2018
Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop
We summarize the accomplishments of a multi-disciplinary workshop explor...
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02/05/2017