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White AC, Awad R, Carding P. Pre and Post-operative Voice Therapy Intervention for Benign Vocal Fold Lesions: A Systematic Review. J Voice 2023; 37:857-874. [PMID: 34272141 DOI: 10.1016/j.jvoice.2021.06.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2021] [Revised: 06/01/2021] [Accepted: 06/06/2021] [Indexed: 01/16/2023]
Abstract
Benign vocal fold lesions cause dysphonia by preventing vocal fold closure, causing irregular vibration and increasing compensatory muscle tension. Voice therapy delivered in addition to phonosurgery may improve voice and quality of life outcomes but the evidence base is lacking and what constitutes voice therapy for this population is not defined. The purpose of this systematic review is to critically evaluate the evidence for pre and post-operative voice therapy to inform the development of an evidence based intervention. STUDY DESIGN Systematic Review. METHODS Electronic databases were searched using key terms including dysphonia, phonosurgery, voice therapy and outcomes. Eligible articles were extracted and reviewed by the authors for risk of bias and for information regarding the content, timing and intensity of any pre and post-operative voice therapy intervention. RESULTS Of the 432 articles identified, 35 met the inclusion criteria and were included in the review. 5 were RCTs, 2 were individual cohort studies, 1 was a case control study and 26 were case series. There was considerable heterogeneity in participant characteristics. Information was frequently lacking regarding the content timing and intensity of the reported voice therapy intervention, and where present, interventions were highly variable. CONCLUSION Reporting in relevant literature is limited in all aspects of content, timing and intensity of intervention. Further intervention development work is required to develop a robust voice therapy treatment intervention for this population, before effectiveness work can commence.
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Affiliation(s)
- Anna C White
- Division of Rehabilitation, Wellbeing and Ageing, University of Nottingham, Nottingham NG7 2UH; Nottingham University Hospitals NHS Trust, Nottingham, NG72UH.
| | - Rehab Awad
- Lewisham and Greenwich NHS Trust, University Hospital Lewisham Hospital, Lewisham High Street, London, SE13 6LH; Kasr Alaini Hospital, Cairo University, Al-Saray Street, El Manial, Cairo, 11956, Egypt
| | - Paul Carding
- Health & Life Sciences, Oxford Institute of Nursing, Midwifery & Allied Health Research, Jack Straws Lane, Oxford, OX3 0FL, England
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Wang Z, Müller M, Caffier F, Caffier PP. Harnessing Machine Learning in Vocal Arts Medicine: A Random Forest Application for "Fach" Classification in Opera. Diagnostics (Basel) 2023; 13:2870. [PMID: 37761237 PMCID: PMC10528521 DOI: 10.3390/diagnostics13182870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 08/28/2023] [Accepted: 09/04/2023] [Indexed: 09/29/2023] Open
Abstract
Vocal arts medicine provides care and prevention strategies for professional voice disorders in performing artists. The issue of correct "Fach" determination depending on the presence of a lyric or dramatic voice structure is of crucial importance for opera singers, as chronic overuse often leads to vocal fold damage. To avoid phonomicrosurgery or prevent a premature career end, our aim is to offer singers an improved, objective fach counseling using digital sound analyses and machine learning procedures. For this purpose, a large database of 2004 sound samples from professional opera singers was compiled. Building on this dataset, we employed a classic ensemble learning method, namely the Random Forest algorithm, to construct an efficient fach classifier. This model was trained to learn from features embedded within the sound samples, subsequently enabling voice classification as either lyric or dramatic. As a result, the developed system can decide with an accuracy of about 80% in most examined voice types whether a sound sample has a lyric or dramatic character. To advance diagnostic tools and health in vocal arts medicine and singing voice pedagogy, further machine learning methods will be applied to find the best and most efficient classification method based on artificial intelligence approaches.
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Affiliation(s)
- Zehui Wang
- Institute for Digital Transformation, University of Applied Sciences Ravensburg-Weingarten, Doggenriedstraße, 88250 Weingarten, Germany;
| | - Matthias Müller
- Occupational College of Music BFSM Krumbach, Mindelheimer Str. 47, 86381 Krumbach, Germany;
| | - Felix Caffier
- School of Computing, Communication and Business, HTW Berlin University of Applied Sciences, Treskowallee 8, 10318 Berlin, Germany;
| | - Philipp P. Caffier
- Department of Audiology and Phoniatrics, Charité—Universitätsmedizin Berlin, Campus Charité Mitte, Charitéplatz 1, 10117 Berlin, Germany
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Barna A, Ranjbar PA, Balouch B, Alnouri G, Omari AIA, Martha V, Sataloff RT. Postoperative Voice Surgical Outcomes in Professional Singers vs Non-Singers. J Voice 2023:S0892-1997(22)00422-2. [PMID: 36746734 DOI: 10.1016/j.jvoice.2022.12.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 12/22/2022] [Accepted: 12/22/2022] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Professional singers often are described as vocal athletes, and just as professional athletes get injured, injuries to professional singers can occur during practice and performances. In other fields of medicine, research has shown that competitive sports athletes recover more quickly after orthopedic surgical procedures compared to non-athletes. The purpose of this study was to determine whether similar differences occur with voice patients by comparing voice surgical outcomes between professional singers and non-singers. METHODS A retrospective cohort study was conducted that included a consecutive sample of 194 adult subjects who underwent voice surgical procedures in the operating room. All surgeries were performed by the same surgeon, the senior author of this study (RTS). Data were reviewed for patients with medical records between January 1, 2010 to February 1, 2022. Subjects who reported receiving income from singing or reported studying voice at a collegiate level or higher were classified as professional singers. Subjects reporting careers in all other professions, including unpaid avocational singers or singers without formal training, were assigned to the non-singer control group. The data were analyzed using SPSS statistical software. Statistical significance was determined using independent samples t test for continuous variables and Fisher's exact test or binary logistic regression for binary outcomes. RESULTS There were 194 subjects included in this study (43.81% male/56.19% female). The average age was 42.60 ± 15.17. Ninety subjects were professional singers and 104 were non-singers. Revision of surgical plan was significantly different for professional singers compared to non-singers (14.44% versus 0%, P < 0.001). The rate of postoperative complications did not differ significantly between the singer and non-singer groups, even when adjusting for other factors. Professional singers presented with slightly more severe vocal fold hemorrhages on the first postoperative visit compared to non-singers (1.73 ± 0.73 versus 1.32 ± 0.65, P = 0.003), but there was no difference by the second visit. Following surgery, professional singers adhered to a longer duration of voice rest. However, both groups participated equally in voice therapy postoperatively. CONCLUSIONS No differences were found in operative complications between professional singers and non-singers. This study describes outcomes and considerations in patient care for professional singers. It also provides insight into potentially modifiable factors, such as voice rest, that could impact patient care postoperatively.
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Affiliation(s)
| | | | | | - Ghiath Alnouri
- Department of Otolaryngology - Head and Neck Surgery, Drexel University College of Medicine
| | - Ahmad Issa Al Omari
- Department of Otolaryngology - Head and Neck Surgery, Drexel University College of Medicine, Jordan University of Science and Technology
| | - Vishnu Martha
- Department of Otolaryngology - Head and Neck Surgery, Drexel University College of Medicine
| | - Robert T Sataloff
- Department of Otolaryngology - Head and Neck Surgery, Drexel University College of Medicine, Lankenau Institute for Medical Research.
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White A, Carding P, Booth V, Logan P, McGlashan J, Awad R. Pre- and Postoperative Voice Therapy for Benign Vocal Fold Lesions: An International Electronic Delphi Consensus Study. J Voice 2023:S0892-1997(22)00397-6. [PMID: 36624018 DOI: 10.1016/j.jvoice.2022.12.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/08/2022] [Accepted: 12/08/2022] [Indexed: 01/09/2023]
Abstract
INTRODUCTION Voice therapy management of benign vocal fold lesions (BVFLs) is variable and there are currently no clinical guidelines. Poor descriptions of voice therapy interventions lead to unwarranted variation in treatment. Triangulation of the current evidence identifies a number of potential best practice elements, but also a number of outstanding questions to be explored. The aim of this study was to refine and gain global consensus on "best practice" for a pre- and postoperative voice therapy intervention for adults with BVFLs. METHODS An international sample of expert voice therapists (n = 42) were recruited to take part in this three-round electronic modified Delphi study. Participants were presented with statements concerning a pre- and postoperative voice therapy intervention. Statements were developed from previous research and based on the TIDieR checklist (eg, why, when, what, how?) Participants rated the extent to which they agreed or disagreed with a statement and gave comments to support their response. Consensus was defined as >75% of participants agreeing or strongly agreeing with a given statement. If consensus was not reached, participant comments were used to generate new statements and were rated in the next round. Stability of consensus between rounds was assessed. RESULTS The 42 international experts achieved consensus on 33 statements relating to components of a best practice pre- and postoperative voice therapy intervention for patients with BVFLs. Consensus on statements ranged from 81% to 100%. These statements were explicitly mapped to the TIDieR checklist to ensure that all aspects of the intervention were considered and the questions of "why, what, how, when and individual tailoring" were addressed. CONCLUSIONS This study has significantly enhanced our understanding of what should be in a best practice pre- and postoperative voice therapy intervention. It is important to now test these findings for acceptability and feasibility, prior to considering effectiveness research.
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Affiliation(s)
- Anna White
- Centre for Rehabilitation & Ageing Research, Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK; Nottingham University Hospitals NHS Trust, Nottingham, UK.
| | - Paul Carding
- Oxford Institute of Midwifery, Nursing and Allied Health Research, Oxford, UK
| | - Vicky Booth
- Centre for Rehabilitation & Ageing Research, Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK; Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Pip Logan
- Centre for Rehabilitation & Ageing Research, Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK
| | | | - Rehab Awad
- University Hospital Lewisham NHS Trust, London, UK; Kasr Al-Aini Hospital, Cairo University, Cairo, Egypt
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Immediate Effects of Straw Phonation in Water Exercises on Parameters of Vocal Loading in Carnatic Classical Singers. J Voice 2023; 37:142.e13-142.e22. [PMID: 33288381 DOI: 10.1016/j.jvoice.2020.11.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 11/11/2020] [Accepted: 11/12/2020] [Indexed: 01/11/2023]
Abstract
OBJECTIVE The present study aimed to investigate the effect of vocal loading and the immediate effects of straw phonation in water exercises on parameters of vocal loading in Carnatic classical singers. STUDY DESIGN A within-subject pretest-posttest design. METHODS Twelve healthy Carnatic classical singers participated in the vocal loading experiment for 2 days, referred to as no-treatment and treatment conditions. The vocal loading task consisted of 1 hour of continuous singing in the presence of background noise. For the treatment condition, the participants followed a 10-minute straw phonation in water exercises before the vocal loading task. Acoustic, electroglottographic, and self-rated perceptual voice measures were recorded before and after the vocal loading task on both days. RESULTS Pretest and posttest comparison of various outcome measures during no-treatment day suggested a significant increase in shimmer percent, decrease in maximum phonation duration of vowel /a/, and increase in perceived phonatory effort, perceived vocal effort, and Evaluation of Ability to Sing Easily scores. Pretest and posttest comparisons during treatment day showed a significant increase in Mean F0, Highest F0, and Lowest F0, perceived phonatory effort, and perceived vocal effort scores. However, changes in Mean F0, Highest F0, and Lowest F0 measures were small in the posttest condition compared to pretest. CONCLUSION The present results suggest that vocal loading did induce changes in Carnatic classical singers' voices. However, there is no substantial evidence that straw phonation is effective in reducing the vocal loading in Carnatic classical singers. Further studies are required to corroborate the current findings.
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New objective timbre parameters for classification of voice type and fach in professional opera singers. Sci Rep 2022; 12:17921. [PMID: 36289365 PMCID: PMC9605961 DOI: 10.1038/s41598-022-22821-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 10/19/2022] [Indexed: 01/20/2023] Open
Abstract
Voice timbre is defined as sound color independent of pitch and volume, based on a broad frequency band between 2 and 4 kHz. Since there are no specific timbre parameters, previous studies have come to the very general conclusion that the center frequencies of the singer's formants are somewhat higher in the higher voice types than in the lower ones. For specification, a database was created containing 1723 sound examples of various voice types. The energy distribution in the frequency bands of the singer's formants was extracted for quantitative analysis. When the energy distribution function reached 50%, the corresponding absolute frequency in Hz was defined as Frequency of Half Energy (FHE). This new parameter quantifies the timbre of a singing voice as a concrete measure, independent of fundamental frequency, vowel color and volume. The database allows assigning FHE means ± SD as characteristic or comparative values for sopranos (3092 ± 284 Hz), tenors (2705 ± 221 Hz), baritones (2454 ± 206 Hz) and basses (2384 ± 164 Hz). In addition to vibrato, specific timbre parameters provide another valuable feature in vocal pedagogy for classification of voice type and fach according to the lyric or dramatic character of the voice.
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Van Stan JH, Mehta DD, Ortiz AJ, Burns JA, Marks KL, Toles LE, Stadelman-Cohen T, Krusemark C, Muise J, Hron T, Zeitels SM, Fox AB, Hillman RE. Changes in a Daily Phonotrauma Index After Laryngeal Surgery and Voice Therapy: Implications for the Role of Daily Voice Use in the Etiology and Pathophysiology of Phonotraumatic Vocal Hyperfunction. JOURNAL OF SPEECH, LANGUAGE, AND HEARING RESEARCH : JSLHR 2020; 63:3934-3944. [PMID: 33197360 PMCID: PMC8608140 DOI: 10.1044/2020_jslhr-20-00168] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Purpose This study attempts to gain insights into the role of daily voice use in the etiology and pathophysiology of phonotraumatic vocal hyperfunction (PVH) by applying a logistic regression-based daily phonotrauma index (DPI) to predict group-based improvements in patients with PVH after laryngeal surgery and/or postsurgical voice therapy. Method A custom-designed ambulatory voice monitor was used to collect 1 week of pre- and postsurgery data from 27 female patients with PVH; 13 of these patients were also monitored after postsurgical voice therapy. Normative weeklong data were obtained from 27 matched controls. Each week was represented by the DPI, standard deviation of the difference between the first and second harmonic amplitudes (H1-H2). Results Compared to pretreatment, the DPI significantly decreased in the patient group after surgery (Cohen's d effect size = -0.86) and voice therapy (d = -1.06). The patient group DPI only normalized after voice therapy. Conclusions The DPI produced the expected pattern of improved ambulatory voice use across laryngeal surgery and postsurgical voice therapy in a group of patients with PVH. The results were interpreted as providing new objective information about the role of daily voice use in the etiology and pathophysiology of PVH. The DPI is viewed as an estimate of potential vocal fold trauma that relies on combining the long-term distributional characteristics of two parameters representing the magnitude of phonatory forces (neck-surface acceleration magnitude) and vocal fold closure dynamics (H1-H2). Further validation of the DPI is needed to better understand its potential clinical use.
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Affiliation(s)
- Jarrad H. Van Stan
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | - Daryush D. Mehta
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
| | | | - James A. Burns
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Katherine L. Marks
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Laura E. Toles
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Tara Stadelman-Cohen
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Carol Krusemark
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Jason Muise
- Massachusetts General Hospital, Boston
- MGH Institute of Health Professions, Boston, MA
| | - Tiffiny Hron
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | - Steven M. Zeitels
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
| | | | - Robert E. Hillman
- Massachusetts General Hospital, Boston
- Harvard Medical School, Boston, MA
- MGH Institute of Health Professions, Boston, MA
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Currey J, Sheng D, Neph Speciale A, Cinquini C, Cuza J, Waite BL. Performing Arts Medicine. Phys Med Rehabil Clin N Am 2020; 31:609-632. [PMID: 32981582 DOI: 10.1016/j.pmr.2020.08.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Performing artists are a unique subset of athletes. With the highly repetitive nature of performance training, emphasis on proper technique, ergonomics, and preventive cross-training is vital, as many injuries are due to overuse or poor technique. There are novel medical concerns in performers, including ENT problems, mental health concerns and substance use risks. While music is central to performances, it is also a treatment modality to address cognitive, sensory, and motor dysfunctions in certain neurological conditions. Due to this wide array of issues, it is imperative to understand the specific needs and risks of performers to provide optimal medical care.
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Affiliation(s)
- Jovauna Currey
- Department of Sports and Physical Medicine, Kaiser Permanente, The Permanente Medical Group, 3975 Old Redwood Highway, MOB 5, Suite 152, Santa Rosa, CA 95403, USA. https://twitter.com/jcurreymd
| | - Dana Sheng
- Department of Physical Medicine and Rehabilitation, UC Davis, UC Davis Health, 4860 Y Street, Suite 3850, Sacramento, CA 95817, USA
| | - Alyssa Neph Speciale
- Department of Physical Medicine and Rehabilitation, UC Davis, UC Davis Health, 4860 Y Street, Suite 3850, Sacramento, CA 95817, USA
| | - Camilla Cinquini
- Kaiser Permanente Rehabilitation, The Permanente Medical Group, 3975 Old Redwood Highway, MOB 5, Suite 154, Santa Rosa, CA 95403, USA
| | - Jorge Cuza
- Department of Physical Medicine and Rehabilitation, UC Davis, UC Davis Health, 4860 Y Street, Suite 3850, Sacramento, CA 95817, USA
| | - Brandee L Waite
- Department of Physical Medicine and Rehabilitation, UC Davis School of Medicine, UC Davis Sports Medicine, 3301 C Street, Suite 1600, Sacramento, CA 95816, USA.
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Occupational voice is a work in progress: active risk management, habilitation and rehabilitation. Curr Opin Otolaryngol Head Neck Surg 2020; 27:439-447. [PMID: 31651425 PMCID: PMC6867679 DOI: 10.1097/moo.0000000000000584] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The current article reviews recent literature examining occupational voice use and occupational voice disorders (January 2018–July 2019).
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