1,270 research outputs found
Rhythm-Flexible Voice Conversion without Parallel Data Using Cycle-GAN over Phoneme Posteriorgram Sequences
Speaking rate refers to the average number of phonemes within some unit time,
while the rhythmic patterns refer to duration distributions for realizations of
different phonemes within different phonetic structures. Both are key
components of prosody in speech, which is different for different speakers.
Models like cycle-consistent adversarial network (Cycle-GAN) and variational
auto-encoder (VAE) have been successfully applied to voice conversion tasks
without parallel data. However, due to the neural network architectures and
feature vectors chosen for these approaches, the length of the predicted
utterance has to be fixed to that of the input utterance, which limits the
flexibility in mimicking the speaking rates and rhythmic patterns for the
target speaker. On the other hand, sequence-to-sequence learning model was used
to remove the above length constraint, but parallel training data are needed.
In this paper, we propose an approach utilizing sequence-to-sequence model
trained with unsupervised Cycle-GAN to perform the transformation between the
phoneme posteriorgram sequences for different speakers. In this way, the length
constraint mentioned above is removed to offer rhythm-flexible voice conversion
without requiring parallel data. Preliminary evaluation on two datasets showed
very encouraging results.Comment: 8 pages, 6 figures, Submitted to SLT 201
Construction and verification of digital electronics contestants' indicators for vocational education in Taiwan
No AbstractKeywords: competency indicator, digital electronics, important-performance analysis, skill competitio
Factors Affecting Aluminum Dissolve from Acidified Water Purification Sludge
Recovering resources from water purification sludge (WPS) have been gradually stipulated in environmental protection laws and regulations in many nations. Hence, reusing the WPS is becoming an important topic, and recovering alum from WPS is one of the many practical alternatives. Most previous research efforts have been conducted on studying the amphoteric characteristic of aluminum hydroxide for investigating the optimum pH range to dissolve the Al(III) species from WPS, but it has been lack of reaction kinetics or mechanisms related discussion. Therefore, in this investigation, water purification sludge (WPS) solution was broken by ultrasound to make particle size of reactants smaller, specific surface area larger. According to the reaction kinetics, these phenomena let the dissolved aluminum salt quantity increased and the reaction rate go faster
An All Deep System for Badminton Game Analysis
The CoachAI Badminton 2023 Track1 initiative aim to automatically detect
events within badminton match videos. Detecting small objects, especially the
shuttlecock, is of quite importance and demands high precision within the
challenge. Such detection is crucial for tasks like hit count, hitting time,
and hitting location. However, even after revising the well-regarded
shuttlecock detecting model, TrackNet, our object detection models still fall
short of the desired accuracy. To address this issue, we've implemented various
deep learning methods to tackle the problems arising from noisy detectied data,
leveraging diverse data types to improve precision. In this report, we detail
the detection model modifications we've made and our approach to the 11 tasks.
Notably, our system garnered a score of 0.78 out of 1.0 in the challenge.Comment: Golden Award for IJCAI CoachAI Challenge 2023: Team NTNUEE AIoTLa
Outcomes and prognostic factors of simple partial cystectomy for localized bladder urothelial cell carcinoma
AbstractRadical cystectomy has remained the gold standard for recurrent superficial or muscle invasive bladder tumor. However, partial cystectomy still has a role in those who reject or have contraindications for radical cystectomy. In this study, we sought to identify predictors of bladder recurrence and overall survival after simple partial cystectomy. We included 27 patients with bladder tumor who received simple partial cystectomy without pelvic lymph node dissection between March 2000 and September 2013. Adjuvant chemotherapy or radiation therapy was prescribed according to the pathological results. Parameters were compared on the basis of bladder recurrence and overall survival. During a mean follow-up time of 39 months, five patients (18.5%) experienced bladder recurrence. An older age, a higher pathological stage, positive surgical margins, and distant metastases were significant predictors of overall survival (p = 0.031, p = 0.001, p = 0.001, and p = 0.011, respectively). Meanwhile, previous bladder instillation and positive surgical margins were significant predictors of bladder recurrence (p = 0.026 and p = 0.027, respectively). The rate of consecutive distant metastases (33.3%) was almost twice the rate of bladder recurrence (18.5%), and six patients developed consecutive distant metastases without first experiencing bladder recurrence. In patients who received a simple partial cystectomy as an alternative treatment, previous bladder instillation and positive surgical margins were significant predictors of bladder recurrence. Patients with an older age, positive surgical margins, and consecutive distant metastases had worse overall survival. Partial cystectomy with routine lymph node dissection may be a better option for achieving favorable long-term outcomes
Bacteremic pneumonia caused by Nocardia veterana in an HIV-infected patient
SummaryDisseminated Nocardia veterana infection has rarely been reported. We describe the first reported case of N. veterana bacteremic pneumonia in an HIV-infected patient. The isolate was confirmed by 16S rRNA sequencing analysis. The patient initially responded well to trimethoprim–sulfamethoxazole treatment (minimum inhibitory concentration 0.25μg/ml), but died of ventilator-associated pneumonia
In Situ Confocal Raman Mapping Study of a Single Ti-Assisted ZnO Nanowire
In this work, we succeeded in preparing in-plane zinc oxide nanowires using a Ti-grid assisted by the chemical vapor deposition method. Optical spatial mapping of the Confocal Raman spectra was used to investigate the phonon and geometric properties of a single ZnO nanowire. The local optical results reveal a red shift in the non-polar E2 high frequency mode and width broadening along the growth direction, reflecting quantum-confinement in the radial direction
Cytomegalovirus enteritis in immunocompetent patients: Report of two cases diagnosed using single-balloon enteroscopy
SummaryCytomegalovirus (CMV) infection of the gastrointestinal tract involves mostly the colon and rectum and mainly develops in immunocompromised patients. CMV infection in the small intestines has rarely been reported in immunocompetent patients. We report two cases of CMV enteritis that developed in immunocompetent patients and involved the ileum and jejunum, respectively. Both of them were diagnosed with single-balloon enteroscopy (SBE) and further confirmed with histopathology. The first case is a 71-year-old woman with a presentation of obscure gastrointestinal bleeding and severe anemia. Neither esophagogastroduodenoscopy nor colonoscopy identified any active bleeding. SBE and biopsy disclosed multiple scattered ulcers in the distal ileum and histopathology confirmed CMV ileitis. The hemorrhage subsided after conservative medical treatment. The second case is a 59-year-old woman with a presentation of progressive abdominal pain. SBE showed diffuse irregularly-shaped ulcers located from the upper to middle jejunum, and CMV jejunitis was confirmed with endoscopic biopsy and histopathological examination. Antiviral therapy was prescribed and her abdominal pain improved gradually. We discuss the clinical manifestations and management strategies of CMV infection that develops in the small intestines of immunocompetent patients. In addition, we highlight the endoscopic characteristics of CMV enteritis and the clinical utilities of SBE in the evaluation of patients with suspected CMV infection of the small intestines
- …