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06/14/2023
EM-Network: Oracle Guided Self-distillation for Sequence Learning
We introduce EM-Network, a novel self-distillation approach that effecti...
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05/30/2023
Towards single integrated spoofing-aware speaker verification embeddings
This study aims to develop a single integrated spoofing-aware speaker ve...
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11/30/2022
SNAC: Speaker-normalized affine coupling layer in flow-based architecture for zero-shot multi-speaker text-to-speech
Zero-shot multi-speaker text-to-speech (ZSM-TTS) models aim to generate ...
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11/28/2022
Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition
Recently, the advance in deep learning has brought a considerable improv...
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10/12/2022
Adversarial Speaker-Consistency Learning Using Untranscribed Speech Data for Zero-Shot Multi-Speaker Text-to-Speech
Several recently proposed text-to-speech (TTS) models achieved to genera...
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08/17/2022
Disentangled Speaker Representation Learning via Mutual Information Minimization
Domain mismatch problem caused by speaker-unrelated feature has been a m...
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04/13/2022
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition
Pre-training with self-supervised models, such as Hidden-unit BERT (HuBE...
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04/03/2022
Selective Kernel Attention for Robust Speaker Verification
Recent state-of-the-art speaker verification architectures adopt multi-s...
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03/29/2022
Transfer Learning Framework for Low-Resource Text-to-Speech using a Large-Scale Unlabeled Speech Corpus
Training a text-to-speech (TTS) model requires a large scale text labele...
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11/05/2021
Oracle Teacher: Towards Better Knowledge Distillation
Knowledge distillation (KD), best known as an effective method for model...
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07/06/2021
Kosp2e: Korean Speech to English Translation Corpus
Most speech-to-text (S2T) translation studies use English speech as a so...
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04/03/2021
Diff-TTS: A Denoising Diffusion Model for Text-to-Speech
Although neural text-to-speech (TTS) models have attracted a lot of atte...
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03/24/2021
StyleKQC: A Style-Variant Paraphrase Corpus for Korean Questions and Commands
Paraphrasing is often performed with less concern for controlled style c...
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02/06/2021
Continuous Monitoring of Blood Pressure with Evidential Regression
Photoplethysmogram (PPG) signal-based blood pressure (BP) estimation is ...
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10/22/2020
Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium Learning
In this paper, we propose a simple but powerful unsupervised learning me...
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10/22/2020
Robust Text-Dependent Speaker Verification via Character-Level Information Preservation for the SdSV Challenge 2020
This paper describes our submission to Task 1 of the Short-duration Spea...
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08/07/2020
Disentangled speaker and nuisance attribute embedding for robust speaker verification
Over the recent years, various deep learning-based embedding methods hav...
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07/25/2020
Robust Front-End for Multi-Channel ASR using Flow-Based Density Estimation
For multi-channel speech recognition, speech enhancement techniques such...
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07/10/2020
Gated Recurrent Context: Softmax-free Attention for Online Encoder-Decoder Speech Recognition
Recently, attention-based encoder-decoder (AED) models have shown state-...
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06/08/2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds
Flow-based generative models are composed of invertible transformations ...
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06/08/2020
WaveNODE: A Continuous Normalizing Flow for Speech Synthesis
In recent years, various flow-based generative models have been proposed...
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05/17/2020
Speech to Text Adaptation: Towards an Efficient Cross-Modal Distillation
Speech is one of the most effective means of communication and is full o...
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12/01/2019
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives
Modern dialog managers face the challenge of having to fulfill human-lev...
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10/21/2019
Disambiguating Speech Intention via Audio-Text Co-attention Framework: A Case of Prosody-semantics Interface
Understanding the intention of an utterance is challenging for some pros...
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05/31/2019
Investigating an Effective Character-level Embedding in Korean Sentence Classification
Different from the writing systems of many Romance and Germanic language...
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05/28/2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns
Ethics regarding social bias has recently thrown striking issues in natu...
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11/10/2018
Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency
For a large portion of real-life utterances, the intention cannot be sol...
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10/31/2018
Real-time Automatic Word Segmentation for User-generated Text
For readability and possibly for disambiguation, appropriate word segmen...
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10/10/2018