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Related Articles |
Two microphones spectral-coherence based speech enhancement for hearing aids using smartphone as an assistive device.
Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3670-3673
Authors: Reddy CK, Hao Y, Panahi I, Reddy CK, Yiya Hao, Panahi I, Panahi I, Reddy CK, Hao Y
Abstract
In this paper, we present a new Speech Enhancement (SE) technique capable of running on a smartphone, as an assistive device for hearing aids (HAs). The developed method incorporates the coherence between the speech and noise signals to obtain a SE gain function which is used in conjunction with the gain function obtained by Spectral Subtraction using adaptive gain averaging. SE using coherence based gain function is found to suppress the background noise well, while inducing speech distortion. On the other hand, SE using Spectral Subtraction improves speech quality with tolerable speech distortion, but introduces background musical noise for certain noise types. The weighted fusion of the two gain functions strikes a balance between noise suppression and speech distortion. Also it allows the user to control the weighting factor based on the noisy environment and their comfort level of hearing. The developed method is computationally fast and operates in real-time. The proposed method was evaluated for machinery, babble, and car noise types, using both objective and subjective measures for both quality and intelligibility of the enhanced speech. The results show significant improvements in comparison with stand-alone Spectral Subtraction with weighted gain averaging SE methods.
PMID: 28227311 [PubMed - in process]
Related Articles |
Two microphones spectral-coherence based speech enhancement for hearing aids using smartphone as an assistive device.
Conf Proc IEEE Eng Med Biol Soc. 2016 Aug;2016:3670-3673
Authors: Reddy CK, Hao Y, Panahi I, Reddy CK, Yiya Hao, Panahi I, Panahi I, Reddy CK, Hao Y
Abstract
In this paper, we present a new Speech Enhancement (SE) technique capable of running on a smartphone, as an assistive device for hearing aids (HAs). The developed method incorporates the coherence between the speech and noise signals to obtain a SE gain function which is used in conjunction with the gain function obtained by Spectral Subtraction using adaptive gain averaging. SE using coherence based gain function is found to suppress the background noise well, while inducing speech distortion. On the other hand, SE using Spectral Subtraction improves speech quality with tolerable speech distortion, but introduces background musical noise for certain noise types. The weighted fusion of the two gain functions strikes a balance between noise suppression and speech distortion. Also it allows the user to control the weighting factor based on the noisy environment and their comfort level of hearing. The developed method is computationally fast and operates in real-time. The proposed method was evaluated for machinery, babble, and car noise types, using both objective and subjective measures for both quality and intelligibility of the enhanced speech. The results show significant improvements in comparison with stand-alone Spectral Subtraction with weighted gain averaging SE methods.
PMID: 28227311 [PubMed - in process]
Related Articles |
Age-related hearing loss and dementia: a 10-year national population-based study.
Eur Arch Otorhinolaryngol. 2017 Feb 22;:
Authors: Su P, Hsu CC, Lin HC, Huang WS, Yang TL, Hsu WT, Lin CL, Hsu CY, Chang KH, Hsu YC
Abstract
Age-related hearing loss (ARHL) is postulated to affect dementia. Our study aims to investigate the relationship between ARHL and the prevalence, and 10-year incidence of dementia in the Taiwan National Health Insurance Research Database (NHIRD). We selected patients diagnosed with ARHL from the NHIRD. A comparison cohort comprising of patients without ARHL was frequency-matched by age, sex, and co-morbidities, and the occurrence of dementia was evaluated in both cohorts. The ARHL cohort consisted of 4108 patients with ARHL and the control cohort consisted of 4013 frequency-matched patients without ARHL. The incidence of dementia [hazard ratio (HR), 1.30; 95% confidence interval (CI 1.14-1.49); P = 0.002] was higher among ARHL patients. Cox models showed that being female (HR, 1.34; 95% CI 1.07-1.68), as well as having co-morbidities, including chronic liver disease and cirrhosis, rheumatoid arthritis, hypertension, diabetes mellitus, stroke, head injury, chronic kidney disease, coronary artery disease, alcohol abuse/dependence, and tobacco abuse/dependence (HR, 1.27; 95% CI 1.11-1.45), were independent risk factors for dementia in ARHL patients. We found ARHL may be one of the early characteristics of dementia, and patients with hearing loss were at a higher risk of subsequent dementia. Clinicians should be more sensitive to dementia symptoms within the first 2 years following ARHL diagnosis. Further clinical studies of the relationship between dementia and ARHL may be necessary.
PMID: 28229293 [PubMed - as supplied by publisher]
Related Articles |
Marshall syndrome in a young child, a reality: Case report.
Medicine (Baltimore). 2016 Nov;95(44):e5065
Authors: Trandafir LM, Chiriac MI, Diaconescu S, Ioniuc I, Miron I, Rusu D
Abstract
BACKGROUND: Recurrent fever syndrome, known as the Marshall syndrome (MS), is a clinical entity that includes several clinical features, such as: fever (39-40°C) that occurs repeatedly at variable intervals (3-8 weeks) and in episodes of 3 to 6 days, cervical adenopathy, pharyngitis, and aphthous stomatitis. The diagnosis of MS is one of exclusions; laboratory data is nonspecific and no abnormalities correlated with MS have been detected thus far.
METHODS: The authors report the case of a 2-year-old girl admitted to a tertiary pediatric center for repeated episodes of fever with aphthous stomatitis and laterocervical adenopathy.
RESULTS: The child's case history raised the suspicion of MS, which was subsequently confirmed by exclusion of all the other differential diagnoses (recurrent tonsillitis, juvenile idiopathic arthritis, Behçet's disease, cyclic neutropenia, hyperglobulinemia D syndrome). After the 3 febrile episodes, bilateral tonsillectomy was performed based on the parents' consent, with favorable immediate and remote postoperative clinical outcomes. The diagnosis of MS is one based on exclusion, as laboratory data is nonspecific. We took into consideration other causes of recurrent fever (recurrent tonsillitis, infectious diseases, juvenile idiopathic arthritis, Behçet's disease, cyclic neutropenia, Familial Mediterranean fever syndrome, hyperglobulinemia D syndrome). In our case, MS criteria were met through clinical examination and the child's outcome. Subsequently, laboratory data helped us establish the MS diagnosis.
CONCLUSIONS: Pediatricians should consider the MS diagnosis in the context of recurrent fever episodes associated with at least one of the following symptoms: pharyngitis, cervical adenopathy or aphthous stomatitis. Despite the indication for tonsillectomy in young children being controversial, in this case the surgery led to the total remission of the disease.
PMID: 27858841 [PubMed - indexed for MEDLINE]
Related Articles |
Phosphodiesterase 4D gene polymorphisms in sudden sensorineural hearing loss.
Eur Arch Otorhinolaryngol. 2016 Sep;273(9):2403-9
Authors: Chien CY, Tai SY, Wang LF, Hsi E, Chang NC, Wang HM, Wu MT, Ho KY
Abstract
The phosphodiesterase 4D (PDE4D) gene has been reported as a risk gene for ischemic stroke. The vascular factors are between the hypothesized etiologies of sudden sensorineural hearing loss (SSNHL), and this genetic effect might be attributed for its role in SSNHL. We hypothesized that genetic variants of the PDE4D gene are associated with susceptibility to SSNHL. We conducted a case-control study with 362 SSNHL cases and 209 controls. Three single nucleotide polymorphisms (SNPs) were selected. The genotypes were determined using TaqMan technology. Hardy-Weinberg equilibrium (HWE) was tested for each SNP, and genetic effects were evaluated according to three inheritance modes. We carried out sex-specific analysis to analyze the overall data. All three SNPs were in HWE. When subjects were stratified by sex, the genetic effect was only evident in females but not in males. The TT genotype of rs702553 exhibited an adjusted odds ratio (OR) of 3.83 (95 % confidence interval = 1.46-11.18) (p = 0.006) in female SSNHL. The TT genotype of SNP rs702553 was associated with female SSNHL under the recessive model (p = 0.004, OR 3.70). In multivariate logistic regression analysis, TT genotype of rs702553 was significantly associated with female SSNHL (p = 0.0043, OR 3.70). These results suggest that PDE4D gene polymorphisms influence the susceptibility for the development of SSNHL in the southern Taiwanese female population.
PMID: 26521189 [PubMed - indexed for MEDLINE]