Text-independent speaker identification based on selection of the most similar feature vectors
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DOI: 10.1007/s10772-016-9385-x
Abstract: The speaker recognition has been one of the interesting issues in signal and speech processing over the last few decades. Feature selection is one of the main parts of speaker recognition system which can improve… read more here.
Keywords: speaker identification; feature; speaker; text independent ... See more keywords
Emirati-accented speaker identification in each of neutral and shouted talking environments
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Speech Technology"
DOI: 10.1007/s10772-018-9502-0
Abstract: This work is devoted to capturing Emirati-accented speech database (Arabic United Arab Emirates database) in each of neutral and shouted talking environments in order to study and enhance text-independent Emirati-accented “speaker identification performance in shouted… read more here.
Keywords: speaker identification; shouted talking; talking environments; neutral shouted ... See more keywords
Speaker identification based on normalized pitch frequency and Mel Frequency Cepstral Coefficients
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Speech Technology"
DOI: 10.1007/s10772-018-9524-7
Abstract: This paper presents an efficient approach for automatic speaker identification based on cepstral features and the Normalized Pitch Frequency (NPF). Most relevant speaker identification methods adopt a cepstral strategy. Inclusion of the pitch frequency as… read more here.
Keywords: identification; pitch frequency; speaker identification;
Simultaneous speaker identification and watermarking
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Speech Technology"
DOI: 10.1007/s10772-019-09658-x
Abstract: Biometric template protection of speech signals and information hiding in speech signals are two challenging issues. To resolve such limitations and increase the level of security, our objective is to build multi-level security systems based… read more here.
Keywords: speaker; speaker identification; transform; speech signals ... See more keywords
Closed-set speaker identification using VQ and GMM based models
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DOI: 10.1007/s10772-021-09899-9
Abstract: An array of features and methods are being developed over the past six decades for Speaker Identification (SI) and Speaker Verification (SV) , jointly known as Speaker Recognition(SR) . Mel Frequency Cepstral Coefficients (MFCC) is… read more here.
Keywords: gmm based; speaker; hyke 2011; speaker identification ... See more keywords
Mobile intelligent terminal speaker identification for real-time monitoring system of sports training
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DOI: 10.1007/s12065-020-00452-2
Abstract: Mobile intelligent terminal speaker identification for real-time monitoring system of sports training is presented in this manuscript. The purpose of speaker recognition is to use speaker’s voice characteristics to identify the speaker’s identity. No two… read more here.
Keywords: speaker identification; terminal; time; speaker ... See more keywords
Deep CNNs With Self-Attention for Speaker Identification
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DOI: 10.1109/access.2019.2917470
Abstract: Most current works on speaker identification are based on i-vector methods; however, there is a marked shift from the traditional i-vector to deep learning methods, especially in the form of convolutional neural networks (CNNs). Rather… read more here.
Keywords: speaker; speaker identification; self attention; identification ... See more keywords
Using Closed-Set Speaker Identification Score Confidence to Enhance Audio-Based Collaborative Filtering for Multiple Users
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Consumer Electronics"
DOI: 10.1109/tce.2018.2811250
Abstract: In this paper, we utilize a closed-set speaker-identification approach to convey the ratings needed for collaborative filtering-based recommendation. Instead of explicitly providing a rating for a given program, users use a speech interface to dictate… read more here.
Keywords: speaker identification; closed set; confidence; set speaker ... See more keywords
Speaker Identification Using Discriminative Features and Sparse Representation
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DOI: 10.1109/tifs.2017.2678458
Abstract: Speaker identification is an important topic with relevance to various disciplines. This paper proposes a novel speaker identification system, which consists of two major components—feature extraction and sparse representation classifier (SRC). Although SRC has been… read more here.
Keywords: speaker; sparse representation; src; speaker identification ... See more keywords
Hybrid machine learning classification scheme for speaker identification
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DOI: 10.1111/1556-4029.15006
Abstract: Motivated by the requirement to prepare for the next generation of “Automatic Spokesperson Recognition” (ASR) system, this paper applied the fused spectral features with hybrid machine learning (ML) strategy to the speech communication field. This… read more here.
Keywords: hybrid machine; speaker identification; identification; machine learning ... See more keywords
Binaural Audio in Hybrid Meetings: Effects on Speaker Identification, Comprehension, and User Experience
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DOI: 10.1145/3555170
Abstract: In 2020, we have witnessed global experimentation of remote co-working, co-learning, and co-habiting, leading to the re-emergence of a collective search for platforms and paradigms that can optimally coalesce the virtual and physical settings -… read more here.
Keywords: speaker identification; effects speaker; binaural audio; hybrid meetings ... See more keywords