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Also, audio segmentation may improve the efficiency of low bit-rate audio coders, as it allows for merging the traditionally separated speech and the music codec designs into a universal coding scheme, which keeps the reproduction quality of both speech and music [14].
This combination introduced the knowledge on speech perceptual quality in separation and constructed a direct link between separated speech and its perceptual quality for improving the performance of the speech separation.
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VAD separates speech by using adaptive thresholds depending on the level of background noise.
Separating speech signals of multiple simultaneous talkers in a reverberant enclosure is known as the cocktail party problem.
Capturing sound, deciding what's important (separating speech from other sounds), and keeping track of it in your current environment.
Most of such proposals try to separate speech signals [5 9], speech from music [10 12], or a singing voice from music [13].
Several studies [18 20] have demonstrated that the application of the IBM to separate speech in noisy conditions entails an improvement in speech intelligibility.
It has been demonstrated in [18 20] that the application of the IBM to separate speech from noise entails an improvement in the intelligibility of the target speech signal.
Assisted by soft computing methods, the work we present in this paper focuses on the design of energy-efficient algorithms for binaural hearing aids that aim to separate speech from other sounds the hearing impaired person is not interested in.
Blouet and Cohen [20] extended this factorization [19] to separate speech from speech-music mixtures, where the weighted sum of processes approximates the short-time Fourier transform (STFT) of each source as complex-Gaussian stationary processes.
Another approach, proposed by Balan and Rosca [7], explores the eigenstructure of the correlation matrix of the microphone array by separating speech signals and noise signals into two orthogonal subspaces.
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