Wavelet packet transform and multilayer perceptron to identify voices with a mild degree of vocal deviation / Transformada Wavelet packet y Perceptrón Multicapa para identificación de voces con grado leve de desvío vocal

Introduction. Laryngeal disorders are characterized by a change in the vibratory pattern of the vocal folds. This disorder may have an organic origin described by anatomical fold modification, or a functional origin caused by vocal abuse or misuse. The most common diagnostic methods are performed by invasive imaging features that cause patient discomfort. In addition, mild voice deviations do not stop the in-dividual from using their voices, which makes it difficult to identify the problem and increases the possibility of complications. Aim. For those reasons, the goal of the present paper was to develop a noninvasive alternative for the identification of voices with a mild degree of vocal deviation ap-plying the Wavelet Packet Transform (WPT) and Multilayer Perceptron (MLP), an Artificial Neural Network (ANN). Methods. A dataset of 74 audio files were used. Shannon energy and entropy mea-sures were extracted using the Daubechies 2 and Symlet 2 families and then the processing step was performed with the MLP ANN. Results. The Symlet 2 family was more efficient in its generalization, obtaining 99.75% and 99.56% accuracy by using Shannon energy and entropy measures, re-spectively. The Daubechies 2 family, however, obtained lower accuracy rates: 91.17% and 70.01%, respectively. Conclusion. The combination of WPT and MLP presented high accuracy for the identification of voices with a mild degree of vocal deviation

ntroducción. Los trastornos laríngeos se caracterizan por un cambio en el patrón vibratorio de los pliegues vocales. Este trastorno puede tener un origen orgánico, descrito como la modificación anatómica de los pliegues vocales, o de origen fun-cional, provocado por abuso o mal uso de la voz. Los métodos de diagnóstico más comunes se realizan mediante procedimientos invasivos que causan malestar al pa-ciente. Además, los desvíos vocales de grado leve no impiden que el individuo utilice la voz, lo que dificulta la identificación del problema y aumenta la posibilidad de complicaciones futuras.Objetivo. Por esas razones, el objetivo de esta investigación es desarrollar una he-rramienta alternativa, no invasiva para la identificación de voces con grado leve de desvío vocal aplicando Transformada Wavelet Packet (WPT) y la red neuronal artifi-cial del tipo Perceptrón Mutlicapa (PMC). Métodos. Fue utilizado un banco de datos con 78 voces. Fueron extraídas las me-didas de energía y entropía de Shannon usando las familias Daubechies 2 y Symlet 2 para después aplicar la red neuronal PMC. Resultados. La familia Symlet 2 fue más eficiente en su generalización, obteniendo un 99.75% y un 99.56% de precisión mediante el uso de medidas de energía y en-tropía de Shannon, respectivamente. La familia Daubechies 2, sin embargo, obtuvo menores índices de precisión: 91.17% y 70.01%, respectivamente. Conclusión. La combinación de WPT y PMC presentó alta precisión para la iden-tificación de voces con grado leve de desvío vocal

Aphonogelia After Recovery From Severe Traumatic Brain Injury: A Case Report.

During rehabilitation from a severe traumatic brain injury, a 16-year-old girl became aware that she had lost the ability to laugh out loud. This rare phenomenon previously has been described as "aphonogelia." A discussion of therapeutic avenues that were explored with this patient is presented in the first case, to our knowledge, of aphonogelia after a traumatic brain injury. LEVEL OF EVIDENCE: V.

Mechanical regulation of human vocal fold stellate cells.

OBJECTIVE: It is generally accepted that tensile and compressive strains have direct effects on cell morphology and structure, including changes in cytoskeletal structure and organization. Cytoskeletons play the role of mechanoreceptor of the cells. Vocal fold stellate cells (VFSCs) in the human maculae flavae (MFe) are inferred to be involved in the metabolism of extracellular matrices essential for the viscoelasticity of the vocal fold mucosa. Our previous studies have supported the hypothesis that the tension caused by phonation (vocal fold vibration) regulates the behavior of the VFSCs. The microstructure of the intermediate filaments and the expression of their proteins were investigated in VFSCs in the MFe, which had remained unphonated since birth. METHODS: Three adult vocal fold mucosae that had remained unphonated since birth were investigated by immunohistochemistry and electron microscopy. RESULTS: The intermediate filaments of the VFSCs were fewer in number. The expression of their characteristic proteins (vimentin, desmin, and glial fibrillary acidic protein) was also reduced. CONCLUSION: Vocal fold vibration seems to affect VFSC morphology and structure, such as cytoskeletal structure and organization. This supports the hypothesis that vocal fold vibration regulates VFSC behavior in the human MFe. In addition to chemical factors, mechanical factors also appear to modulate VFSC behavior.

Loss of speech after living-related donor liver transplantation: detection of the lesion by diffusion tensor image.

INTRODUCTION: Loss of speech after living-related liver transplantation is uncommon. Either immunosuppressive agents, related sequelae, or a neurological event may cause it. CASE REPORT: A 46-year-old man developed dysarthria and dysphagia on the 10th day after living-related donor liver transplantation for alcoholic cirrhosis with Child-Pugh class C. Brain magnetic resonance images and electroencephalograms could not detect any lesion, but the diffusion tensor image showed a subacute lacunar infarction at right midbrain. The patient's speech improved 1 month after rehabilitation. CONCLUSIONS: Some unexpected neurological events, such as loss of speech, may occur after liver transplantation. The differential diagnosis becomes very important before active treatment. Magnetic resonance imaging supplemented with diffusion tensor imaging is an effective imaging study in establishing the diagnosis.

Management of aphonic patients following total laryngectomy and trachea esophageal puncture.

BACKGROUND: Trachea esophageal puncture (TEP) is performed following total laryngectomy to allow speech and communication. The most common reason for long-term speech failure in this population is hypertonicity of the constrictor muscle. OBJECTIVES: To present our experience with the treatment of aphonic patients after total laryngectomy and TEP and suggest a protocol for treatment. METHODS: Of 50 patients who underwent total laryngectomy and TEP, 6 suffered from aphonia after surgery. All patients underwent radiotherapy with or without chemotherapy. Delay in speech continued for more than 6 months after surgery. The patients received percutaneous lidocaine injection to the neopharynx in different locations around the stoma in order to map the hypertonic segments in the neopharynx. RESULTS: Lidocaine injection immediately enabled free speech in five patients. One patient (patient 6) suffered from aphonia and from severe dysphagia and required a feeding tube. This patient succeeded to pronounce abbreviations after lidocaine injection. Another (patient 4) gained permanent ability to speak following a single lidocaine injection; this patient was not injected with botolinium toxin (BTX). For the other five, lidocaine had a transient effect on speech. These patients received BTX percutaneous injections. After BTX injections four regained free speech within 14 days. The fifth patient (patient 6) gained a conversational voice and his swallowing improved only after additional intensive speech therapy. CONCLUSIONS: Percutaneous lidocaine and BTX injections represent first-line treatment in this population, with good success and minimal complications.

Aerodynamic profiles of women with muscle tension dysphonia/aphonia.

PURPOSE: In this study, the authors aimed to (a) determine whether phonatory airflows and estimated subglottal pressures (est-Psub) for women with primary muscle tension dysphonia/aphonia (MTD/A) differ from those for healthy speakers; (b) identify different aerodynamic profile patterns within the MTD/A subject group; and (c) determine whether results suggest new understanding of pathogenesis in MTD/A. METHOD: Retrospective review of aerodynamic data collected from 90 women at the time of primary MTD/A diagnosis. RESULTS: Aerodynamic profiles were significantly different for women with MTD/A as compared with healthy speakers. Five distinct profiles were identified: (a) normal flow, normal est-Psub; (b) high flow, high est-Psub; (c) low flow, normal est-Psub; (d) normal flow, high est-Psub; and (e) high flow, normal est-Psub. CONCLUSIONS: This study is the first to identify distinct subgroups of aerodynamic profiles in women with MTD/A and to quantitatively identify a clinical phenomenon sometimes described in association with it-"breath holding"-that is shown by low airflow with normal est-Psub. Results were consistent with clinical claims that diverse respiratory and laryngeal functions may underlie phonatory patterns associated with MTD/A. One potential mechanism, based in psychobiological theory, is introduced to explain some of the variability in aerodynamic profiles of women with MTD/A.

Drilling speaking valves to promote phonation in tracheostomy-dependent children.

OBJECTIVES/HYPOTHESIS: Placement of a Passy-Muir speaking valve is considered best practice for infants and children with a tracheostomy. The Passy-Muir valve enables phonation by redirecting exhaled air via the glottis. Poor tolerance of the Passy-Muir valve is associated with excessive transtracheal pressures on exhalation due to upper airway obstruction. Drilling a small hole in the side of the Passy-Muir valve creates a pressure relief port to allow partial exhalation through the tracheostomy tube while enabling phonation. STUDY DESIGN: A retrospective case series is presented of 10 aphonic pediatric patients with a tracheostomy trialed with a drilled Passy-Muir valve. METHODS: Valve tolerance was assessed clinically and objectively. Handheld manometry was used to determine transtracheal pressures on passive exhalation. All patients had a diagnosis of upper airway obstruction and demonstrated excessive pressures wearing a standard Passy-Muir valve. Patients were assessed wearing a Passy-Muir valve with up to two 1.6-mm holes drilled in the side of the valve. Patients progressed to trials if clinically stable and if transtracheal pressure did not exceed 10 cm H(2) O when wearing the valve. RESULTS: Eight patients progressed to trial, with five of eight patients able to phonate within 1 week and six of eight able to tolerate wearing the valve for ≥ 2-hour periods within 2 weeks of introduction. All eight patients were able to phonate within 6 months of valve introduction. CONCLUSIONS: These findings support drilling Passy-Muir speaking valves as a promising option to facilitate phonation in pediatric patients with a tracheostomy for upper airway obstruction.

Brain activity in aphonia after a coughing episode: different brain activity in healthy whispering and pathological aphonic conditions.

A 48-year-old woman visited the authors' clinic because of aphonia. Laryngeal fiberscopic examination indicated laryngitis and bronchitis, and the authors recognized glottal incompetence when she tried to phonate. The authors performed a functional magnetic resonance imaging (f-MRI) study on the patient's first visit to their clinic and a second study 35 days after the first visit (30 days after the bronchitis and coughing had completely resolved). The brain activity shown on f-MRI differed markedly in the ordinary speaking and whispering phonation modes at the second visit. This suggests that whispering and pathological aphonia result from completely different brain activity, at least in this specific patient.

Effects of neck dissection and radiotherapy on short-term speech success in voice prosthesis restoration patients.

OBJECTIVE: To compare the short-term speech success of voice prosthesis (VP) among patients who underwent total laryngectomy or total laryngectomy in combination with neck dissection and those who received postoperative radiotherapy. MATERIALS AND METHODS: Thirty-two male patients treated for laryngeal squamous cell carcinoma were included. Nine patients underwent total laryngectomy and 23 underwent total laryngectomy combined with neck dissection, and 17 of the 23 with neck dissection were managed with postoperative radiotherapy (45-75 Gy). All of the patients had indwelling intraoperative placement of the Provox VP (Atos Medical AB, Horby, Sweden; and Entermed BV, Woerden, The Netherlands) at the time of the primary tracheoesophageal puncture (TEP) completed in conjunction with total laryngectomy. Patients with pharyngoesophageal myotomy and pharyngeal plexus neurectomy were excluded. Patients' speech success was perceptually evaluated 3-4 weeks after the surgery and 3-4 weeks after the cessation of radiotherapy, using a 1-3 scale (1 = failure to develop speech (aphonia); 2=communicate with short phrases only; and 3 = communicate with fluency and long sentences). RESULTS: No complications were noted with intraoperative prosthesis placement. No prostheses were dislodged in the postoperative period. Eighteen of 32 patients (56%) demonstrated successful speech (rating of 3). Nine patients (28%) demonstrated less successful speech (rating of 2). Five patients (16%) were found to be aphonic (P > 0.05). Of the nine patients who underwent total laryngectomy only, six were found to have successful speech (66.6%), one (11.1%) was found to have less successful speech quality, and two (22.2%) patients were aphonic (P > 0.05). Of the six patients who underwent total laryngectomy in combination with neck dissection, three had successful speech (50%), one (16.6%) had less successful speech, and two (33.3%) were aphonic (P > 0.05). Of the 17 patients who received postoperative radiotherapy, nine (52.9%) had successful speech, three (17.6%) had less successful speech, and five (29.4%) were aphonic (P > 0.05). CONCLUSION: Neck dissection and postoperative radiotherapy have no significant influence on short-term speech success in VP restoration patients. Primary TEP should be preferred in patients who have laryngectomy in combination with neck dissection and/or will have postoperative radiation therapy, as it provides early and successful voice restoration without interfering with radiation treatment and avoids a second surgical intervention.

Babbling, vegetative function, and language development after cricotracheal resection in aphonic children.

OBJECTIVE: To determine the importance of prelinguistic babbling by studying patterns of speech and language development after cricotracheal resection in aphonic children. STUDY DESIGN: Retrospective review of seven previously aphonic children who underwent cricotracheal resection by our pediatric thoracic airway team. The analyzed variables include age, sex, comorbidity, grade of stenosis, length of resected trachea, and communication methods. METHODS: Data regarding the children's pre- and postsurgical communication methods, along with their utilization of speech therapy services, were obtained via speech-language pathology evaluations, clinical observations, and a standardized telephone survey supplemented by parental documentation. Postsurgical voice quality was assessed using the Pediatric Voice Outcomes Survey. RESULTS: All seven subjects underwent tracheostomy prior to 2 months of age when corrected for prematurity. The subjects remained aphonic for the entire duration of cannulation. Following cricotracheal resection, they experienced an initial delay in speech acquisition. Vegetative functions were the first laryngeal sounds to emerge. Initially, the children were only able to produce these sounds reflexively, but they subsequently gained voluntary control over these laryngeal functions. All subjects underwent an identifiable stage of canonical babbling that often occurred concomitantly with vocalizations. This was followed by the emergence of true speech. CONCLUSIONS: The initial delay in speech acquisition observed following decannulation, along with the presence of a postsurgical canonical stage in all study subjects, supports the hypothesis that babbling is necessary for speech and language development. Furthermore, the presence of babbling is universally evident regardless of the age at which speech develops. Finally, there is no demonstrable correlation between preoperative sign language and rate of speech development.

Vocal fold polyp in a professional brass/wind instrumentalist and singer.

Wind instrumentalists, especially brass players, and singers share common factors, including vocal tract shape, function and pressure, vocal fold opening and closure, breath vector of force and air flow rates. To understand the mechanism and function of the vocal folds with a pathological lesion, it is necessary to visualize the differing interactions of the vocal tract during wind and brass instrument playing and in singing. A school band director, singer, wind and brass instrumentalist, was referred by musician colleagues with intermittent dysphonia, aphonia, and inability to sing high notes. Simultaneous videolaryngoscopy, with and without stroboscopy, and external video examination were documented. An hourglass glottis with a sessile, cystic polyp of the left vocal fold were recorded and studied during phonation and the playing of 3 instruments. The techniques of glottic opening, closure, configuration and function varied with the type of instrument and phonatory function. Singing was adversely affected by the vocal fold polyp but no harmful interaction occurred during wind/brass instrument playing. Down-stream loading in singers is at the laryngeal level and in wind/brass instrumentalists is at the embouchure. Preoperative voice therapy, phonomicrosurgery, and postoperative voice rest followed by voice therapy, succeeded in restoring her combined wind/brass instrumental and singing career.

Expressive aprosody and amusia as a manifestation of right hemisphere seizures.

PURPOSE: Aprosody and amusia are disorders commonly associated with right hemisphere abnormalities. They are regarded as negative phenomena and usually seen after strokes. We report a case of a patient who had both expressive aprosody and amusia as a clinical manifestation of right temporooccipital seizures. METHODS: A 43-year-old woman had a 1-month history of monotonic speech and difficulty singing. Her examination revealed both expressive aprosody and amusia. Magnetic resonance imaging of the head was normal, but her EEG revealed several electrographic seizures of right temporooccipital origin. RESULTS: Treatment with phenytoin (PHT) almost immediately caused her speech and singing to return to baseline. A repeated EEG was normal CONCLUSIONS: Seizures of right temporooccipital origin can manifest with expressive aprosody and amusia.

Estudio descriptivo de asociación entre disfonías infantiles y el conocimiento del esquema corporal vocal / Description study of association between infancies dysphonias and the knowledge of the vocal corporal schema

Este trabajo de investigación, de carácter descriptivo de asociación, tuvo como objetivo investigar la relación existente entre las disfonías infantiles y el conocimiento del esquema corporal vocal en alumnos de primer grado del colegio Fray Mamerto Esquiú de la ciudad de Monte Maíz, provincia de Cordoba, durante el segundo cuatrimestre del año 1999. El grupo de estudio estuvo conformado por cuarenta alumnos seleccionados aleatoriamente. La hipótesis de trabajo fue: - las disfonías infantiles están presentes más frecuentemente cuando hay ausencia de conocimiento del esquema corporal vocal que cuando este está presente, en niños de seis años observados durante el segundo cuatrimestre en el colegio Fray Mamerto Esqiú de la ciuad de Monte Maíz, provincia de Córdoba en el año 1999. Se estudiaron las siguientes variables: . disfonías infantiles. . esquema corporal vocal. . esquema corporal total. . postura corporal. El trabajo de recolección de datos se llevó a cabo a través de grabaciones individuales de las voces de los niños, mediante la presentación de gráficos y por medio de reproducciones gráficas individuales del esquema corporal total. A partir de la observación se evaluó la postura corporal del niñó. Los resultados de la investigación muestran un mayor porcentaje de disfonías en los niños que no conocen el esquema corporal vocal (52 por ciento, que en los que lo conocen (40 por ciento), aunque esta diferencia no es relevante

Estudio descriptivo de asociación entre disfonías infantiles y el conocimiento del esquema corporal vocal / Description study of association between infancies dysphonias and the knowledge of the vocal corporal schema

Este trabajo de investigación, de carácter descriptivo de asociación, tuvo como objetivo investigar la relación existente entre las disfonías infantiles y el conocimiento del esquema corporal vocal en alumnos de primer grado del colegio Fray Mamerto Esquiú de la ciudad de Monte Maíz, provincia de Cordoba, durante el segundo cuatrimestre del año 1999. El grupo de estudio estuvo conformado por cuarenta alumnos seleccionados aleatoriamente. La hipótesis de trabajo fue: - las disfonías infantiles están presentes más frecuentemente cuando hay ausencia de conocimiento del esquema corporal vocal que cuando este está presente, en niños de seis años observados durante el segundo cuatrimestre en el colegio Fray Mamerto Esqiú de la ciuad de Monte Maíz, provincia de Córdoba en el año 1999. Se estudiaron las siguientes variables: . disfonías infantiles. . esquema corporal vocal. . esquema corporal total. . postura corporal. El trabajo de recolección de datos se llevó a cabo a través de grabaciones individuales de las voces de los niños, mediante la presentación de gráficos y por medio de reproducciones gráficas individuales del esquema corporal total. A partir de la observación se evaluó la postura corporal del niñó. Los resultados de la investigación muestran un mayor porcentaje de disfonías en los niños que no conocen el esquema corporal vocal (52 por ciento, que en los que lo conocen (40 por ciento), aunque esta diferencia no es relevante(AU)

Ictal speech arrest and parasagittal lesions.

Lesions in the parasagittal region may cause seizures with speech arrest. To correlate lesion localization within the parasagittal region with ictal speech function we studied 11 patients with parasagittal lesions. The exact lesion localization was assessed with magnetic resonance imaging. In all patients with speech arrest the lesion involved the left superior frontal gyrus (n = 6), in 3 patients the lesion was confined to this gyrus. Speech arrest did not occur in patients with right-sided lesions (n = 4) or left-sided lesions outside the superior frontal gyrus (n = 1). Our data suggest that a small lesion confined to the left superior frontal gyrus (the supplementary motor area) is sufficient to cause speech arrest.

[Apraxia of the larynx]. / Apraxie des Kehlkopfes.

Disturbances of vocal function in patients with apraxia of speech are well known in the literature and have often been described. Although apraxia of phonation is presumed, only 1 case is mentioned in the literature. We present a 51-year-old man (with missing signs of dysarthria and aphasia after spontaneous right temproparietal hemorrhagia) who had aphonia and missing respiration during speaking, whereas articulation was nearly undisturbed. After differential diagnostic exclusion of other central disorders of phonation we classify this patient as having apraxia of phonation or laryngeal apraxia.