Controlling Pitch for Prosody: Sensorimotor Adaptation in Linguistically Meaningful Contexts.

PURPOSE: This study examined how speakers adapt to fundamental frequency (fo) errors that affect the use of prosody to convey linguistic meaning, whether fo adaptation in that context relates to adaptation in linguistically neutral sustained vowels, and whether cue trading is reflected in responses in the prosodic cues of fo and amplitude. METHOD: Twenty-four speakers said vowels and sentences while fo was digitally altered to induce predictable errors. Shifts in fo (±200 cents) were applied to the entire sustained vowel and one word (emphasized or unemphasized) in sentences. Two prosodic cues-fo and amplitude-were extracted. The effects of fo shifts, shift direction, and emphasis on fo response magnitude were evaluated with repeated-measures analyses of variance. Relationships between adaptive fo responses in sentences and vowels and between adaptive fo and amplitude responses were evaluated with Spearman correlations. RESULTS: Speakers adapted to fo errors in both linguistically meaningful sentences and linguistically neutral vowels. Adaptive fo responses of unemphasized words were smaller than those of emphasized words when fo was shifted upward. There was no relationship between adaptive fo responses in vowels and emphasized words, but adaptive fo and amplitude responses were strongly, positively correlated. CONCLUSIONS: Sensorimotor adaptation occurs in response to fo errors regardless of how disruptive the error is to linguistic meaning. Adaptation to fo errors during sustained vowels may not involve the exact same mechanisms as sensorimotor adaptation as it occurs in meaningful speech. The relationship between adaptive responses in fo and amplitude supports an integrated model of prosody. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.25008908.

Effects of a Concurrent Working Memory Task on Speech Acoustics in Parkinson's Disease.

PURPOSE: The purpose of this study was to determine the effect of a concurrent working memory task on acoustic measures of speech in individuals with Parkinson's disease (PD). METHOD: Individuals with PD and age- and sex-matched controls performed a speaking task with and without a Stroop-like concurrent working memory task. Cepstral peak prominence, low-to-high spectral energy ratio, fundamental frequency (fo) standard deviation, articulation rate, pause duration, articulatory-acoustic vowel space, relative fo, mean voice onset time (VOT), and VOT variability were calculated for each condition. Mixed-model analyses of variance were performed to determine the effects of group, condition (presence of the concurrent working memory task), and their interaction on the acoustic measures. RESULTS: All measures except for VOT variability, mean pause duration, and relative fo offset differed between people with and without PD. Cepstral peak prominence, articulation rate, and relative fo offset differed as a function of condition. However, no measures indicated disparate effects of condition as a function of group. CONCLUSION: Although differentially impactful on limb motor function in PD, here a concurrent working memory task was not found to be differentially disruptive to speech acoustics in PD. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.24759648.

The Impact of Foreign Language Accent on Expert Listeners' Auditory-Perceptual Evaluations of Dysphonia.

INTRODUCTION: Auditory-perceptual evaluations of dysphonia, though essential for comprehensive voice evaluation, are subject to listener bias. Knowledge of an underlying voice disorder can influence auditory-perceptual ratings. Accented speech results in increased listener effort and delays in word identification. Yet, little is known about the impact of foreign language accents on auditory-perceptual ratings for dysphonic speakers. The purpose of this work was to determine the impact of a foreign language accent on experts' auditory-perceptual ratings of dysphonic speakers. METHODS: Twelve voice-specializing SLPs who spoke with a General American English (GAE) accent rated vocal percepts of 28 speakers with a foreign language accent and 28 with a GAE accent, all of whom had been diagnosed with a voice disorder. Speaker groups were matched based on sex, age, and mean smoothed cepstral peak prominence. Four linear mixed-effects models assessed the impact of a foreign language accent on expert auditory-perceptual ratings of the overall severity of dysphonia, roughness, breathiness, and strain. RESULTS: The twelve raters demonstrated good inter- and intra-rater reliability (ICC[3, k] = .89; mean ICC = .89). The linear mixed-effects models revealed no significant impact of foreign language accent on ratings of overall severity of dysphonia, roughness, breathiness, or strain. CONCLUSION: Despite the possibility of increased listener effort and bias, foreign language accent incongruence had no effect on expert listeners' auditory-perceptual evaluations for dysphonic speakers. Findings support the use of auditory-perceptual evaluations for voice disorders across sociolinguistically diverse populations. LEVEL OF EVIDENCE: 3 Laryngoscope, 134:2272-2276, 2024.

Does Implicit Racial Bias Affect Auditory-Perceptual Evaluations of Dysphonic Voices?

PURPOSE: The purpose of this study was to understand the role of implicit racial bias in auditory-perceptual evaluations of dysphonic voices by determining if a biasing effect exists for novice listeners in their auditory-perceptual ratings of Black and White speakers. METHOD: Thirty speech-language pathology graduate students at Boston University listened to audio files of 20 Black speakers and 20 White speakers of General American English with voice disorders. Listeners rated the overall severity of dysphonia of each voice heard using a 100-unit visual analog scale and completed the Harvard Implicit Association Test (IAT) to measure their implicit racial bias. RESULTS: Both Black and White speakers were rated as less severely dysphonic when their race was labeled as Black. No significant relationship was found between Harvard IAT scores and differences in severity ratings by race labeling condition. CONCLUSIONS: These findings suggest a minimizing bias in the evaluation of dysphonia for Black patients with voice disorders. These results contribute to the understanding of how a patient's race may impact their visit with a clinician. Further research is needed to determine the most effective interventions for implicit bias retraining and the additional ways that implicit racial bias impacts comprehensive voice evaluations.

Do Not Cut Off Your Tail: A Mega-Analysis of Responses to Auditory Perturbation Experiments.

PURPOSE: The practice of removing "following" responses from speech perturbation analyses is increasingly common, despite no clear evidence as to whether these responses represent a unique response type. This study aimed to determine if the distribution of responses to auditory perturbation paradigms represents a bimodal distribution, consisting of two distinct response types, or a unimodal distribution. METHOD: This mega-analysis pooled data from 22 previous studies to examine the distribution and magnitude of responses to auditory perturbations across four tasks: adaptive pitch, adaptive formant, reflexive pitch, and reflexive formant. Data included at least 150 unique participants for each task, with studies comprising younger adult, older adult, and Parkinson's disease populations. A Silverman's unimodality test followed by a smoothed bootstrap resampling technique was performed for each task to evaluate the number of modes in each distribution. Wilcoxon signed-ranks tests were also performed for each distribution to confirm significant compensation in response to the perturbation. RESULTS: Modality analyses were not significant (p > .05) for any group or task, indicating unimodal distributions. Our analyses also confirmed compensatory reflexive responses to pitch and formant perturbations across all groups, as well as adaptive responses to sustained formant perturbations. However, analyses of sustained pitch perturbations only revealed evidence of adaptation in studies with younger adults. CONCLUSION: The demonstration of a clear unimodal distribution across all tasks suggests that following responses do not represent a distinct response pattern, but rather the tail of a unimodal distribution. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.24282676.

Effects of Cognitive Stress on Voice Acoustics in Individuals With Hyperfunctional Voice Disorders.

PURPOSE: Autonomic nervous system dysfunction has been implicated in the development and persistence of hyperfunctional voice disorders (HVDs). The purpose of this study was to determine the effects of cognitive stress, which is known to arouse the autonomic nervous system, on voice acoustics in female speakers with and without HVDs. METHOD: Adult female speakers-66 with HVDs, 66 without-were recorded while speaking with and without a cognitive stressor. Root-mean-square (RMS) of amplitude, fundamental frequency (f o), low-to-high spectral energy ratio (L/H ratio), cepstral peak prominence (CPP), and relative f o (RFF) were measured for each speaker and cognitive stress condition. Mixed-model analyses of variance and post hoc t tests were conducted to determine if cognitive stress affected voice acoustics and whether voice changes were greater for those with HVDs. RESULTS: All measures differed significantly under cognitive stress for speakers with and without HVDs. RMS and CPP increased whereas f o, CPP, and RFF decreased under cognitive stress. Changes in these measures were not greater in those with HVDs. CONCLUSION: Cognitive stress and presumed autonomic arousal affect voice similarly in female speakers with and without HVDs.

Resynthesis of Transmasculine Voices to Assess Gender Perception as a Function of Testosterone Therapy.

PURPOSE: The goal of this study was to use speech resynthesis to investigate the effects of changes to individual acoustic features on speech-based gender perception of transmasculine voice samples following the onset of hormone replacement therapy (HRT) with exogenous testosterone. We hypothesized that mean fundamental frequency (f o) would have the largest effect on gender perception of any single acoustic feature. METHOD: Mean f o, f o contour, and formant frequencies were calculated for three pairs of transmasculine speech samples before and after HRT onset. Sixteen speech samples with unique combinations of these acoustic features from each pair of speech samples were resynthesized. Twenty young adult listeners evaluated each synthesized speech sample for gender perception and synthetic quality. Two analyses of variance were used to investigate the effects of acoustic features on gender perception and synthetic quality. RESULTS: Of the three acoustic features, mean f o was the only single feature that had a statistically significant effect on gender perception. Differences between the speech samples before and after HRT onset that were not captured by changes in f o and formant frequencies also had a statistically significant effect on gender perception. CONCLUSION: In these transmasculine voice samples, mean f o was the most important acoustic feature for voice masculinization as a result of HRT; future investigations in a larger number of transmasculine speakers and on the effects of behavioral therapy-based changes in concert with HRT is warranted.

Voice and Speech Changes in Transmasculine Individuals Following Circumlaryngeal Massage and Laryngeal Reposturing.

PURPOSE: The purpose of this study was to measure the short-term effects of circumlaryngeal massage and laryngeal reposturing on acoustic and perceptual characteristics of voice in transmasculine individuals. METHOD: Fifteen transmasculine individuals underwent one session of sequential circumlaryngeal massage and laryngeal reposturing with a speech-language pathologist. Voice recordings were collected at three time points-baseline, postmassage, and postreposturing. Fundamental frequency (f o), formant frequencies, and relative fundamental frequency (RFF; an acoustic correlate of laryngeal tension) were measured. Estimates of vocal tract length (VTL) were derived from formant frequencies. Twelve listeners rated the perceived masculinity of participants' voices at each time point. Repeated-measures analyses of variance measured the effect of time point on f o, estimated VTL, RFF, and perceived voice masculinity. Significant effects were evaluated with post hoc Tukey's tests. RESULTS: Between baseline and end of the session, f o decreased, VTL increased, and participant voices were perceived as more masculine, all with statistically significant differences. RFF did not differ significantly at any time point. Outcomes were highly variable at the individual level. CONCLUSION: Circumlaryngeal massage and laryngeal reposturing have short-term effects on select acoustic (f o, estimated VTL) and perceptual characteristics (listener-assigned voice masculinity) of voice in transmasculine individuals. SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.19529299.

Characteristics associated with communicative participation after total laryngectomy.

PURPOSE: The purpose of this study was to identify individual characteristics that are associated with communicative participation after total laryngectomy (TL). METHODS: This study was a single-institution investigation of individuals who had undergone TL. Data were collected at a single timepoint via patient self-report and medical record review. Thirty-five participants completed a questionnaire containing a communication survey as well as several published, validated instruments. Independent variables included characteristics related to demographics, health and medical history, social network composition, and communication. The dependent variable was communicative participation, which was assessed using the Communicative Participation Item Bank (CPIB). Correlations between the independent variables and CPIB scores were calculated to assess the influence of these characteristics on communicative participation. The study participants were subdivided into three distinct groups based on whether their primary method of communication was spoken or non-spoken and the frequency of using alternate methods of communication. Outcomes across the three groups were then compared. A follow-up survey was also conducted to examine the impact of "stay at home" orders during the COVID-19 pandemic of 2020-21. RESULTS: There were significant correlations between communicative participation and some non-communication-related characteristics. Reduced communicative participation was associated with younger age, less time since TL, a history of reconstructive surgery, poorer self-rated health, more depressive symptoms, worse quality of life, and a weaker social network of friends. Several communication-related characteristics were also associated with CPIB scores. Increased communicative participation was associated with using fewer non-spoken communication methods, higher levels of satisfaction with speech and communication, and better communicative effectiveness. There were significant differences between the three groups for communicative effectiveness and satisfaction with speech. The three groups did not differ significantly for satisfaction with communication or communicative participation. There were no significant differences in CPIB scores measured before and during the pandemic. CONCLUSIONS: Communicative participation is a complex measure that may be affected by a variety of factors related to demographics, health, social network status, and communication. Despite poorer communicative effectiveness and lower levels of satisfaction, individuals who use non-spoken methods of communication after TL did not demonstrate worse communicative participation than those using spoken methods. Surprisingly, CPIB scores did not decline as a result of social distancing.

Reliability and Accuracy of Expert Auditory-Perceptual Evaluation of Voice via Telepractice Platforms.

Purpose This study assessed the reliability and accuracy of auditory-perceptual voice evaluations by experienced clinicians via telepractice platforms. Method Voice samples from 20 individuals were recorded after transmission via telepractice platforms. Twenty experienced clinicians (10 speech-language pathologists, 10 laryngologists) evaluated the samples for dysphonia percepts (overall severity, roughness, breathiness, and strain) using a modified Consensus Auditory-Perceptual Evaluation of Voice. Reliability was calculated as the mean of squared differences between repeated ratings (intrarater agreement), and between individual and group mean ratings (interrater agreement). Repeated measures analyses of variance were constructed to measure effects of transmission condition (e.g., original recording, WebEx, Zoom), dysphonia percept, and their interaction on intrarater agreement, interrater agreement, and average ratings. Significant effects were evaluated with post hoc Tukey's tests. Results There were significant effects of transmission condition, percept, and their interaction on average ratings, and a significant effect of percept on interrater agreement. Post hoc testing revealed statistically, but not clinically, significant differences in average roughness ratings across transmission conditions, and significant differences in interrater agreement for several percepts. Overall severity had the highest agreement and strain had the lowest. Conclusion Telepractice transmission does not substantially reduce reliability or accuracy of auditory-perceptual voice evaluations by experienced clinicians.

Changes in Relative Fundamental Frequency Under Increased Cognitive Load in Individuals With Healthy Voices.

Purpose The purpose of this study was to determine the effect of cognitive load on relative fundamental frequency (RFF) in individuals with healthy voices. Method Twenty adults with healthy voices read sentences under different cognitive load conditions. Each sentence contained color terms printed in colored ink, creating an embedded Stroop task. Participants read the ink color in which a word was printed, rather than the color term itself. Sentences with mismatched ink colors and printed words constituted an increased cognitive load. RFF, an acoustic correlate of laryngeal tension, was calculated for the 10 voicing cycles preceding (i.e., offset) and following (i.e., onset) voiceless consonants. Repeated measures analyses of variance were constructed to assess the effects of RFF cycle, cognitive load, and their interaction on mean RFF offset and onset. Results There was a significant effect of cognitive load condition on RFF offset. There was no significant effect of condition on RFF onset nor significant interaction between cycle and condition on RFF onset or offset values. Conclusion Reduced mean RFF offset may indicate an increase in laryngeal muscle tension during a cognitively demanding task.

Listener Age and Gender Diversity: Effects on Voice-based Perception of Gender.

OBJECTIVE: An important clinical outcome of voice masculinization treatments in transmasculine speakers is voice-based perception of gender. Rigorous assessments of voice treatment that utilize ratings of perception of gender typically do not control for demographic characteristics of the listeners. The objective of the present study was to determine the effect of listeners' age and gender diversity on voice-based judgments of speaker gender. METHODS: Speech stimuli were produced by a single transmasculine individual over approximately one year of hormone replacement therapy, during which he experienced significant changes in his voice. Three groups of listeners rated speech stimuli on a visual analog scale with anchors ranging from "definitely male" to "guessing male" to "guessing female" to "definitely female." Listener groups were N = 10 cisgender young adults, N = 10 cisgender older adults, and N = 10 gender diverse individuals. RESULTS: All groups rated the speaker as consistently female through week 14 of hormone replacement therapy and consistently male after week 28. Mean responses of the three groups of listeners were highly correlated (Pearson's correlations all r > 0.97). CONCLUSION: Given reasonable group sizes, average ratings of gender perception of a transmasculine speaker are not highly influenced by varying listener age and gender minority status.

Longitudinal Case Study of Transgender Voice Changes Under Testosterone Hormone Therapy.

The purpose of this study was to comprehensively evaluate voice and speech changes in one healthy 30-year-old transgender male undergoing testosterone therapy for transition. Testing occurred at three timepoints before cross-sex hormone therapy and every 2 weeks thereafter for 1 year. Data collected included measures of acoustics, aerodynamics, and laryngeal structure and function via flexible laryngoscopy. Analysis included acoustic correlates of pitch, loudness, voice quality, and vocal tract length, as well as perceptual measures of voice quality and gender. Speaking fundamental frequency (fo) lowered from 183 Hz to 134 Hz. Phonatory frequency range (ie, minimum and maximum singing range) shifted from a range of D#3-E6 to a range of A2-A5. Perceptual measures of voice quality indicated no negative changes. Naïve listeners reliably rated the participant's speech samples as male after 37 weeks on testosterone. Few studies document in detail the variety of voice changes that occur during cross-sex hormone therapy, focusing instead on fo alone. This study adds to the literature a comprehensive case study of speech and voice changes experienced by one transmasculine participant undergoing testosterone therapy.

Acoustic Features of Transfeminine Voices and Perceptions of Voice Femininity.

The purpose of this study was to evaluate the relationships between acoustic measures of transfeminine voices and both self- and listener ratings of voice femininity. Connected speech samples were collected from 12 transfeminine individuals (M = 36.3 years, SD = 10.6 years) and a control group of five cisgender (cis) women and five cis men (M = 35.3 years, SD = 13.3 years). The acoustic measures of fundamental frequency (fo), fo variation, formant frequencies, and vocal intensity were calculated from these samples. Transfeminine speakers rated their own voices on a five-point scale of voice femininity. Twenty inexperienced listeners heard an excerpt of each speech sample and rated the voices on the same five-point scale of voice femininity. Spearman's rank-order correlation coefficients were calculated to measure the relationships between the acoustic variables and ratings of voice femininity. Significant positive correlations were found between fo and both self-ratings (r = 0.712, P = 0.009) and listener ratings of voice femininity (r = 0.513, P < 0.001). Significant positive correlations were found between intensity and both self-ratings (r = 0.584, P = 0.046) and listener ratings of voice femininity (r = 0.584, P = 0.046). No significant correlations were found between fo variation or formant frequencies and perceptual ratings of voice femininity. A Pearson's chi-square test of independence showed that the distribution of self- and listener ratings differed significantly (χ2 = 9.668, P = 0.046). Self- and listener ratings were also shown to be strongly correlated (r = 0.912, P < 0.001). This study provides further evidence to support the selection of training targets in voice feminization programs for transfeminine individuals and promotes the use of self-ratings of voice as an important outcome measure.

Transmasculine Voice Modification: A Case Study.

This case study measured the effects of manual laryngeal therapy on the fundamental frequency (fo), formant frequencies, estimated vocal tract length, and listener perception of masculinity of a 32-year-old transmasculine individual. The participant began testosterone therapy 1.5 years prior to the study. Two therapy approaches were administered sequentially in a single session: (1) passive circumlaryngeal massage and manual laryngeal reposturing, and (2) active laryngeal reposturing with voicing. Acoustic recordings were collected before and after each treatment and 3 days after the session. Speaking fo decreased from 124 Hz to 120 Hz after passive training, and to 108 Hz after active training. Estimated vocal tract length increased from 17.0 cm to 17.3 cm after passive training, and to 19.4 cm after active training. Eight listeners evaluated the masculinity of the participant's speech; his voice was rated as most masculine at the end of the training session. All measures returned to baseline at follow-up. Overall, both acoustic and perceptual changes were observed in one transmasculine individual who participated in manual laryngeal therapy, even after significant testosterone-induced voice changes had already occurred; however, changes were not maintained in the follow-up. This study adds to scant literature on effective approaches to and proposed outcome measures for voice masculinization in transmasculine individuals.