Adaptive weighting of subband-classifier responses for robust text-independent speaker recognition

E.E. Vale; A. Alcaim

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Adaptive weighting of subband-classifier responses for robust text-independent speaker recognition

机译：子带分类器响应的自适应加权，用于鲁棒的与文本无关的说话人识别

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A new strategy for robust speaker recognition using multiple classifiers in the subband domain is presented. This approach relics on the computation of a basis for the null space to implement an adaptive combination of subband-classifier responses. The simulation results using speech corrupted by different types of environmental noises show that the proposed method significantly outperforms other techniques reported in the literature.

机译：提出了一种在子带域中使用多个分类器进行鲁棒说话人识别的新策略。该方法依赖于零空间的计算基础，以实现子带分类器响应的自适应组合。使用受不同类型的环境噪声破坏的语音进行的仿真结果表明，该方法明显优于文献中报道的其他技术。

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《Electronicsletters》 |2008年第21期|1280-1282|共3页
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E.E. Vale; A. Alcaim;
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1. Adaptive weighting of subband-classifier responses for robust text-independent speaker recognition [J] . Vale E.E., Alcaim A. Electronics Letters . 2008,第21期

机译：子带分类器响应的自适应加权，用于鲁棒的与文本无关的说话人识别
2. Text-Independent/Text-Prompted Speaker Recognition by Combining Speaker-Specific GMM with Speaker Adapted Syllable-Based HMM [J] . Seiichi NAKAGAWA, Wei ZHANG, Mitsuo TAKAHASHI IEICE Transactions on Information and Systems . 2006,第3期

机译：通过结合特定于说话人的GMM和基于说话人的基于音节的HMM来实现与文本无关/提示文字的说话人识别
3. Robust features for text-independent speaker recognition with short utterances [J] . Chakroun Rania, Frikha Mondher Neural computing & applications . 2020,第17期

机译：具有短语无关的扬声器识别的强大功能
4. Robust Text-Independent Speaker Identification Using Multiple Subband-Classifiers in Colored Noise Environment [C] . E. E. Vale, A. A. Cunha, A. Alcaim International Conference on Systems, Signals and Image Processing . 2008

机译：使用彩色噪声环境中的多个子带分类器的强大的独立扬声器识别
5. Phoneme weighting and energy-based weighting for speaker recognition. [D] . Fang, Eric. 2012

机译：用于说话人识别的音素加权和基于能量的加权。
6. Towards understanding speaker discrimination abilities in humans and machines for text-independent short utterances of different speech styles [O] . Soo Jin Park, Gary Yeung, Neda Vesselinova, -1

机译：旨在理解人和机器中说话者的辨别能力以实现不同语音风格的与文本无关的简短发声
7. Noise Robust Speaker Recognition Based on Adaptive Frame Weighting in GMM for i-Vector Extraction [O] . Xingyu Zhang, Xia Zou, Meng Sun, 2019

机译：基于GMM的自适应帧加权的噪声强大的扬声器识别I - 矢量提取

Adaptive weighting of subband-classifier responses for robust text-independent speaker recognition

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