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Speaker adaptation in the Czech large vocabulary continuous speech recognition system
large vocabulary continuous speech recognition system. Speaker independent systems are usually trained by the speech data of many speakers but achieve a lower recognition rate than speaker dependent systems. A nee...
JD - Využití počítačů, robotika a její aplikace
- 2001 •
- D
Rok uplatnění
D - Stať ve sborníku
Speaker Adaptation of Language Models for Automatic Dialog Act Segmentation of Meetings
understanding. In this paper, we explore speaker adaptation of hidden event language models (LMs) for DA segmentation using the ICSI Meeting Corpus. Speaker adaptation trained on only the data from indivi...
JD - Využití počítačů, robotika a její aplikace
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Speaker Adaptation of Language Models for Automatic Dialog Act Segmentation of Meetings
understanding. In this paper, we explore speaker adaptation of hidden event language models (LMs) for DA segmentation using the ICSI Meeting Corpus. Speaker adaptation trained on only the data from indivi...
JD - Využití počítačů, robotika a její aplikace
- 2007 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
On Speaker Adaptive Training of Artificial Neural Networks
of multilayer perceptron neural networks (MLP ANN) by means of adopting Speaker Adaptive Training. The use of the MLP ANN, usually in combination with the TRAPS parametrization for GMM-HMM and other. In the first SAT exper...
JD - Využití počítačů, robotika a její aplikace
- 2010 •
- D
Rok uplatnění
D - Stať ve sborníku
Optimization of Speaker-aware Multichannel Speech Extraction with ASR Criterion
, we inform the neural network about the target speaker using information extracted from an adaptation utterance, enabling the network to track the target speaker. While in the previous work, this method was used to separat...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Online Speaker Adaptation of an Acoustic Model Using Face Recognition
We have proposed and evaluated a novel approach for online speaker adaptation speaker independent acoustic models, gender dependent models and models of particular speakers. In the experiment, the speaker ...
JD - Využití počítačů, robotika a její aplikace
- 2013 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Training of Speaker-Clustered Acoustic Models for Use in Real-Time Recognizers
The paper deals with training of speaker-clustered acoustic models. Various training techniques - Maximum Likelihood, Discriminative Training and two adaptation based on the MAP and Discriminative MAP were...
JD - Využití počítačů, robotika a její aplikace
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Speaker Verification Using End-To-End Adversarial Language Adaptation
In this paper we investigate the use of adversarial domain adaptation for addressing the problem of language mismatch between speaker recognition corpora. In the context of speaker verification, adversarial domain adapt...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Parameter-Efficient Transfer Learning of Pre-Trained Transformer Models for Speaker Verification Using Adapters
learnable parameters for adapting to speaker verification tasks. Specifically, during the fine-tuning process, the pre-trained models are frozen, and only lightweightRecently, the pre-trained Transformer models ha...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Speaker adaptation for Wav2vec2 based dysarthric ASR
of training data and heavy mismatch in speaker characteristics. Recent ASR systems have the recognition performance. Speaker adaptation using fMLLR and xvectors have provided major gains for dysarthric speech with...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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