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This study will evaluate the ability of MyoVoice to replace natural speech. Referred to generally as an Augmentative and Alternative Communication (AAC) device, MyoVoice uses electrical signals recorded non-invasively from speech muscles (electromyographic, or EMG, signals) to restore communication for those with vocal impairments that resulted from surgical treatment of laryngeal and oropharyngeal cancers.
Over 7.5 million people worldwide are unable to vocalize effectively. Among these individuals are cancer survivors who underwent oropharyngeal/laryngeal surgery and must rely on AAC systems such as text-to-speech applications or artificial voice prostheses as substitutes for their natural voice. Yet most of these devices struggle to convey the expressive attributes of speech (prosody), leading to poor comprehension and a lack of emotional content. The clinical trial will investigate the feasibility of MyoVoice-a novel AAC device that uses surface EMG signals to extract patterns for understanding vocabulary and expressive attributes from articulatory musculature during silently mouthed speech-to effectively restore conversational capabilities for individuals living with vocal impairments due to surgical treatment of laryngeal and oropharyngeal cancers. Patients who underwent a total laryngectomy will be asked to communicate with a conversational partner by silently mouthing words using MyoVoice. The device performance will be evaluated in terms of its ability to accurately and quickly translate articulatory muscle activity into audible speech. MyoVoice will also be compared to that of conventional electrolaryngeal speech aids (i.e., artificial larynx) to evaluate device ease-of-use, functional efficacy, and social reception.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Experimental and Reference Devices for Communication | Experimental | Each participant listens to speech produced by an experimental ("MyoVoice") and reference (electrolarynx) systems that are used to communicate. Participants rate the naturalness of the speech produced from each device (audio files presented in a randomized order). Duration: 30 mins to 1 hour. |
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| Development of Speech Corpora | No Intervention | Each participant produces a list of speech tasks that include syllables, phrases, reading passages, and open-ended questions using the MyoVoice system. Myovoice pitch and loudness recognition accuracy of speech is evaluated. Duration: 30 mins to 2 hours. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Experimental System: MyoVoice | Device | Person-centric augmentative and alternative communication (AAC) system comprising a user-specific set of wearable sensors for capturing articulatory muscle activity and mobile software that provides real-time audible speech outputs. |
| Measure | Description | Time Frame |
|---|---|---|
| Pitch Recognition Accuracy | Percent accuracy between recognized (sEMG) and ground-truth (acoustic) estimates of fundamental frequency (perceptually known as vocal pitch). Accuracy is estimated on a continuous scale from 0 to 100%. | 30 mins to 2 hours |
| Loudness Recognition Accuracy | Percent accuracy between recognized (sEMG) and ground-truth (acoustic) estimates of intensity level (perceptually related to vocal loudness). Accuracy is estimated on a continuous scale from 0 to 100%. | 30 mins to 2 hours |
| Speech Naturalness | Percent naturalness between MyoVoice and electrolarynx speech samples. Speech naturalness is defined based on one's "preference for how [the audio] sounds in terms of rate, rhythm, intonation and voice quality." Naturalness is estimated on a continuous scale from 0 to 100%. | 30 mins to 1 hour |
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Individuals without Laryngectomy ("Controls")
Inclusion Criteria:
Exclusion Criteria:
Individuals with Laryngectomy
Inclusion Criteria:
Exclusion Criteria:
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| Name | Affiliation | Role |
|---|---|---|
| Gianluca DeLuca | Altec Inc. | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Altec Inc. | Natick | Massachusetts | 01760 | United States |
De-identified individual participant demographics, summary data for all primary and secondary outcome measures, and study protocol will be made available.
Data will be made available within 6 months of study completion.
Data access request will be made through conferencing.
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| ID | Title | Description |
|---|---|---|
| FG000 | Development of Speech Corpora | Each participant produces a list of speech tasks that include syllables, phrases, reading passages, and open-ended questions using the MyoVoice system. Myovoice pitch and loudness recognition accuracy of speech is evaluated. Duration: 30 mins to 2 hours. |
| FG001 |
| Title | Milestones | Reasons Not Completed | |||||
|---|---|---|---|---|---|---|---|
| Overall Study |
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| Type | Includes Protocol | Includes SAP | Includes ICF | Document Label | Document Date | Document Uploaded Date | Document File Name |
|---|---|---|---|---|---|---|---|
| Prot | Yes | No | No | Study Protocol | Jun 26, 2023 | Nov 14, 2023 |
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| Reference System: Electrolarynx | Device | Hand-operated electromechanical device that operates as an artificial larynx to enable a person after laryngectomy to produce speech. |
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| Experimental and Reference Devices for Communication |
Each participant listens to speech produced by an experimental ("MyoVoice") and reference (electrolarynx) systems that are used to communicate. Participants rate the naturalness of the speech produced from each device (audio files presented in a randomized order). Duration: 30 mins to 1 hour. Experimental System: MyoVoice: Person-centric augmentative and alternative communication (AAC) system comprising a user-specific set of wearable sensors for capturing articulatory muscle activity and mobile software that provides real-time audible speech outputs. Reference System: Electrolarynx: Hand-operated electromechanical device that operates as an artificial larynx to enable a person after laryngectomy to produce speech. |
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| NOT COMPLETED |
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| ID | Title | Description |
|---|---|---|
| BG000 | Development of Speech Corpora | Each participant produces a list of speech tasks that include syllables, phrases, reading passages, and open-ended questions using the MyoVoice system. Myovoice pitch and loudness recognition accuracy of speech is evaluated. Duration: 30 mins to 2 hours. |
| BG001 | Experimental and Reference Devices for Communication | Each participant listens to speech produced by an experimental ("MyoVoice") and reference (electrolarynx) systems that are used to communicate. Participants rate the naturalness of the speech produced from each device (audio files presented in a randomized order). Duration: 30 mins to 1 hour. Experimental System: MyoVoice: Person-centric AAC system comprising a user-specific set of wearable sensors for capturing articulatory muscle activity and mobile software that provides real-time audible speech outputs. Reference System: Electrolarynx: Hand-operated electromechanical device that operates as an artificial larynx to enable a person after laryngectomy to produce speech. |
| BG002 | Total | Total of all reporting groups |
| Units | Counts |
|---|---|
| Participants |
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| Title | Description | Population Description | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Denominator Units Selected | Denominators | Classes | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age, Categorical | Count of Participants | Participants |
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| Age, Continuous | Mean | Standard Deviation | years |
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| Sex: Female, Male | Count of Participants | Participants |
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| Ethnicity (NIH/OMB) | Count of Participants | Participants |
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| Race (NIH/OMB) | Count of Participants | Participants |
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| Region of Enrollment | Count of Participants | Participants |
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| Type | Title | Description | Population Description | Reporting Status | Anticipated Posting Date | Parameter Type | Dispersion Type | Unit of Measure | Calculate Percentage | Time Frame | Units Analyzed | Denominator Units Selected | Arm/Group Information | Denominators | Classes | Analyses | |||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Primary | Pitch Recognition Accuracy | Percent accuracy between recognized (sEMG) and ground-truth (acoustic) estimates of fundamental frequency (perceptually known as vocal pitch). Accuracy is estimated on a continuous scale from 0 to 100%. | The sEMG and acoustic data collected from participants in the "Development of Speech Corpora" arm were used to develop and evaluate an algorithm to predict vocal pitch (acoustic correlate: fundamental frequency) from sEMG data. Higher accuracy scores equate to better performance. | Posted | Mean | Standard Deviation | Percent agreement to reference pitch | 30 mins to 2 hours |
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| Primary | Loudness Recognition Accuracy | Percent accuracy between recognized (sEMG) and ground-truth (acoustic) estimates of intensity level (perceptually related to vocal loudness). Accuracy is estimated on a continuous scale from 0 to 100%. | The sEMG and acoustic data collected from participants in the "Development of Speech Corpora" arm were used to develop and evaluate an algorithm to predict vocal loudness (acoustic correlate: intensity) from sEMG data. Higher accuracy scores equate to better performance. | Posted | Mean | Standard Deviation | Percent agreement to reference loudness | 30 mins to 2 hours |
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| Primary | Speech Naturalness | Percent naturalness between MyoVoice and electrolarynx speech samples. Speech naturalness is defined based on one's "preference for how [the audio] sounds in terms of rate, rhythm, intonation and voice quality." Naturalness is estimated on a continuous scale from 0 to 100%. | Participants in the "Experimental and Reference Devices for Communication" rated the naturalness of each sample on a visual analog scale from 0 to 100, which 0 anchored at "least natural" and 100 anchored at "most natural." Higher naturalness scores equate to better performance. | Posted | Mean | Standard Deviation | Percent of high naturalness ratings | 30 mins to 1 hour |
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30 min - 2 hours
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| ID | Title | Description | Deaths (Affected) | Deaths (At Risk) | Serious Events (Affected) | Serious Events (At Risk) | Other Events (Affected) | Other Events (At Risk) |
|---|---|---|---|---|---|---|---|---|
| EG000 | Development of Speech Corpora | Each participant produces a list of speech tasks that include syllables, phrases, reading passages, and open-ended questions using the MyoVoice system. Myovoice pitch and loudness recognition accuracy of speech is evaluated. Duration: 30 mins to 2 hours. | 0 | 10 | 0 | 10 | 0 | 10 |
| EG001 | Experimental and Reference Devices for Communication | Each participant listens to speech produced by an experimental ("MyoVoice") and reference (electrolarynx) systems that are used to communicate. Participants rate the naturalness of the speech produced from each device (audio files presented in a randomized order). Duration: 30 mins to 1 hour. Experimental System: MyoVoice: Person-centric AAC system comprising a user-specific set of wearable sensors for capturing articulatory muscle activity and mobile software that provides real-time audible speech outputs. Reference System: Electrolarynx: Hand-operated electromechanical device that operates as an artificial larynx to enable a person after laryngectomy to produce speech. | 0 | 20 | 0 | 20 | 0 | 20 |
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| Title | Organization | Phone | Extension | |
|---|---|---|---|---|
| Dr. Joshua Kline | Altec, Inc. | 5085458212 | jkline@altecresearch.com |
| Prot_001.pdf |
| SAP | No | Yes | No | Statistical Analysis Plan | Jun 26, 2023 | May 21, 2024 | SAP_002.pdf |
| ICF | No | No | Yes | Informed Consent Form | Jun 26, 2023 | Nov 14, 2023 | ICF_003.pdf |
| ID | Term |
|---|---|
| D007806 | Language Disorders |
| D013064 | Speech Disorders |
| D013060 | Speech |
| D013065 | Speech Intelligibility |
| ID | Term |
|---|---|
| D003147 | Communication Disorders |
| D019954 | Neurobehavioral Manifestations |
| D009461 | Neurologic Manifestations |
| D009422 | Nervous System Diseases |
| D012816 | Signs and Symptoms |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D014705 | Verbal Behavior |
| D003142 | Communication |
| D001519 | Behavior |
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| >=65 years |
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| Male |
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| Not Hispanic or Latino |
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| Unknown or Not Reported |
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| Asian |
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| Native Hawaiian or Other Pacific Islander |
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| Black or African American |
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| White |
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| More than one race |
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| Unknown or Not Reported |
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