ClinicalTrials.gg
RecruitingNCT07460037Updated Mar 10, 2026

Chinese-Specific Speech Imagery Coding Using High-Density ECoG

An interventional study of Intraoperative high-density ECoG recording and Permanent high-density ECoG implantation in Aphasia, Dysarthria and ALS, sponsored by Second Affiliated Hospital, School of Medicine, Zhejiang University. Recruiting at 1 site in China. Open to participants aged 20 Years to 80 Years. Per ClinicalTrials.gov, last updated 2026-03-10.

Sponsored by Second Affiliated Hospital, School of Medicine, Zhejiang University · Not applicable, Interventional, and Treatment

Phase
Not applicable
Study type
Interventional
Enrollment
50
Allocation
Non-randomized
Ages
20 Years to 80 Years
Sex
All
01

Study summary

The goal of this study is to investigate whether high-density electrocorticography (ECoG) signals recorded from the surface of the brain can be used to decode neural representations of Mandarin Chinese speech features, including lexical tone, without requiring overt speech movements. The study focuses on the development and evaluation of decoding algorithms based on neural activity recorded during clinically indicated neurosurgical procedures.

The main questions it aims to answer are:

Can high-density ECoG signals be decoded to reconstruct neural representations of Mandarin Chinese speech features, particularly lexical tone?

Can neural activity recorded during silent auditory speech imagery be decoded to reconstruct tone-specific speech representations without actual articulation?

The study includes two groups of adult patients with neurological conditions who require cortical electrode placement as part of clinically indicated care:

A intraoperative high-density ECoG temporary coverage group, enrolling approximately 50 patients with functional-area glioma or drug-resistant epilepsy who undergo awake neurosurgery with temporary high-density ECoG coverage for clinical functional mapping.

A permanent high-density ECoG implantation group, enrolling approximately 10 patients with severe speech or language impairment caused by neurological conditions such as stroke, brain tumors, amyotrophic lateral sclerosis (ALS), or locked-in syndrome, who receive permanent high-density cortical electrode implantation for long-term monitoring.

Participants will:

Complete preoperative clinical assessments as part of standard medical care, including brain imaging, language function evaluation, and routine neurological assessments

Undergo clinically indicated awake neurosurgical procedures during which high-density ECoG electrodes are placed on the cortical surface for clinical functional localization

Perform language-related tasks, such as listening to speech, imagining speech, and limited spoken responses, while brain electrical activity is recorded for approximately 20-30 minutes during surgery, without altering standard surgical procedures

For participants in the permanent implantation group, participate in long-term follow-up visits approximately every 2 weeks or monthly for up to 12 months after surgery, including evaluation of signal quality and research-related analysis and optimization of decoding algorithms

All surgical procedures involving temporary or permanent electrode placement are performed for clinical indications and have been approved through institutional ethical and scientific review. Participation in this study does not alter standard clinical care for the temporary recording group and does not require additional clinical procedures beyond routine treatment.

This research aims to support the long-term development of silent brain-to-speech communication technologies for individuals with severe speech or motor impairments and to improve understanding of how frontal, parietal, and temporal brain regions represent imagined speech in tonal languages such as Mandarin Chinese.

02

Conditions studied

  • Aphasia
  • Dysarthria
  • ALS
  • Speech and Language Disorder
  • Stroke
  • Brain Tumor Adult
  • Epilepsies
  • locked-in Syndrome

Keywords

  • speech imagery
  • speech production
  • Chinese Mandarin
  • neural encoding
  • speech decoding
03

In context

Aphasia

338 studies on the registry are indexed under Aphasia; 95 are open to participants now.

This study's planned enrollment of 50 is above the median of 30 across 298 interventional studies indexed under Aphasia.

Browse Aphasia studies →

Lead sponsor

Second Affiliated Hospital, School of Medicine, Zhejiang University is the lead sponsor of 1,047 studies on the registry; 502 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
20 Years to 80 Years
Sexes eligible
All
Accepts healthy volunteers
No

Go through the criteria one by one — yes, no or not sure — and take the list to your doctor or the study team. Kept in this browser only.

Inclusion criteria

  • Age between 20 and 80 years.
  • Ability and willingness to provide and comply with study procedures.
  • No severe preoperative emotional or consciousness disorders that would preclude participation in experimental tasks.
  • For patients undergoing intraoperative temporary high-density ECoG coverage: Patients with cerebral eloquent-area gliomas or epilepsy undergoing awake craniotomy as part of standard clinical management.
  • For patients undergoing intraoperative temporary high-density ECoG coverage: Lesions involving or adjacent to eloquent brain areas including language, motor, or memory-related regions.
  • For patients undergoing intraoperative temporary high-density ECoG coverage: Mild mass effect without severe intracranial hypertension.
  • For patients undergoing intraoperative temporary high-density ECoG coverage: Preoperative language function largely preserved, with naming, reading, and language comprehension ≥80% of normal performance.
  • For patients undergoing permanent high-density ECoG implantation: Severe speech or language dysfunction caused by stroke, brain tumors, amyotrophic lateral sclerosis (ALS), or locked-in syndrome.
  • For patients undergoing permanent high-density ECoG implantation: No substantial improvement after 3-6 months of adequate rehabilitation and disease duration >12 months.
  • For patients undergoing permanent high-density ECoG implantation: Structural integrity of speech imagery-related cortices (ventral central lobule, supramarginal gyrus, superior temporal gyrus, middle temporal gyrus, middle frontal gyrus, and inferior frontal gyrus).
  • For patients undergoing permanent high-density ECoG implantation: Diagnosis of severe dysarthria or severe motor aphasia, with spontaneous speech score \<5/20 on the Aphasia Battery of Chinese (ABC) and auditory comprehension ≥80% of normal levels.

Exclusion criteria

Exclusion Criteria:

  • Significant mass effect with severe intracranial hypertension precluding awake craniotomy or electrode implantation.
  • Severe neurological dysfunction that would prevent participation in study procedures (except for speech or language impairment in the permanent implantation cohort).
  • to MRI scanning or awake craniotomy, including incompatible implanted medical devices, severe claustrophobia, or obstructive sleep apnea syndrome.
  • Severe psychiatric disorders or cognitive impairment preventing participation in treatment or follow-up assessments ( score \<24).
  • Severe systemic medical comorbidities.
  • Pregnancy or lactation.
  • Refusal or inability to provide .
Terms in these criteria, in plain language(4)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

Relapsed and refractory

Relapsed: the illness came back after treatment had worked. Refractory: it did not respond to treatment, or stopped responding while still on it.

Contraindication

A reason a treatment, test or procedure should not be given to a particular person, such as an allergy, another illness or a medicine they take.

MMSE and MoCA

Short tests of memory and thinking, each scored out of 30. Lower scores suggest more difficulty; criteria give a range, either to include people with memory problems or to leave them out.

05

Study design

Phase
Not applicable
Primary purpose
Treatment
Allocation
Non-randomized
Intervention model
Single group
Masking
None (open label)
Enrollment
50 participants (estimated)

Study arms

  • Experimental
    Intraoperative high-density ECoG temporary coverage

    Approximately 50 patients with cerebral eloquent area gliomas or refractory epilepsy will be enrolled. All enrolled patients will undergo awake craniotomy as part of their routine tumor treatment. ① Age between 20 and 80 years; ② Patients with cerebral eloquent area gliomas or refractory epilepsy, with lesions involving or adjacent to eloquent brain areas including language, motor, and memory critical regions; ③ Mild mass effect; ④ No severe language, emotional, or consciousness disorders preoperatively; preoperative language function assessments including naming, reading, and language comprehension abilities must reach 80% of normal levels; ⑤ Informed consent; subjects must demonstrate good willingness and capacity for cooperation.

    Procedure: Intraoperative high-density ECoG recording

  • Experimental
    Permanent high-density ECoG implantation

    Approximately 10 patients with speech or language dysfunction resulting from stroke, brain tumors, amyotrophic lateral sclerosis (ALS), or locked-in syndrome will be enrolled. ① Age between 20 and 80 years; ② Speech or language dysfunction caused by stroke, brain tumors, ALS, or locked-in syndrome, with no substantial improvement after 3-6 months of adequate rehabilitation training and disease duration \>12 months; ③ Speech imagery-related cortices (ventral central lobule, supramarginal gyrus, superior temporal gyrus, middle temporal gyrus, middle frontal gyrus, and inferior frontal gyrus) essentially intact; ④ No emotional or consciousness disorders preoperatively; preoperative language assessment diagnosis of severe dysarthria or severe motor aphasia (Aphasia Battery of Chinese, ABC spontaneous speech score \<5/20), with auditory comprehension reaching \>80% of normal levels; ⑤ Informed consent; subjects must demonstrate good willingness and capacity for cooperation.

    Procedure: Intraoperative high-density ECoG recording · Procedure: Permanent high-density ECoG implantation

Interventions

  • ProcedureIntraoperative high-density ECoG recording

    Electrode implantation is performed via neurosurgical awake craniotomy. Following intraoperative awakening, direct cortical electrical stimulation is applied to localize language functional areas while the subject performs language tasks. Subsequently, high-density electrocorticography is employed to record neural electrical activity. For the temporary coverage group, this enables precise localization of language functional areas; for the permanent implantation group, this facilitates determination of optimal electrode implantation sites.

  • ProcedurePermanent high-density ECoG implantation

    In the permanent implantation group, subjects demonstrating satisfactory intraoperative electrode signals who voluntarily consent to permanent electrode implantation will undergo permanent electrode placement and long-term follow-up. Postoperative follow-up is conducted biweekly or monthly, encompassing: signal quality assessment, analysis of neural encoding mechanisms during speech imagery, and calibration of brain-computer interface decoding algorithms. The trial duration for each subject is approximately 13 months.

06

What researchers measure

Primary outcomes

  1. Electrode Signal Quality Assessment

    Electrode reliability over time is evaluated through electrode impedance, signal-to-noise ratio (SNR), and responsive channel proportion. Low electrode impedance, high SNR, and high responsive channel proportion indicate good signal quality reliability of the device.

    Time frame: through study completion, an average of 2 years

  2. Decoding Classification Accuracy

    The proportion of correctly classified targets by the decoding model is evaluated for recognition categories (e.g., syllables, words, or sentences).

    Time frame: through study completion, an average of 2 years

Secondary outcomes

  1. Encoding Model Analysis

    An L2-regularized time-receptive-field (TRF) model (time window: -400 to 400 ms) with parallel five-fold cross-validation is employed to calculate the coefficient of determination (R²) between neural signals and AKT, phonemic features, and Mel-spectrogram, respectively, enabling comprehensive evaluation of the encoding capacity of fronto-parieto-temporal neurons for articulatory and acoustic features.

    Time frame: through study completion, an average of 2 years

Other outcomes

  1. Adverse Event Incidence Rate

    All adverse events are collected through active monitoring (intraoperative observation, postoperative daily ward rounds), adverse event report forms, imaging examinations, laboratory tests (routine blood test, cerebrospinal fluid analysis), and patient complaints. Incidence rates are calculated separately for each adverse event category (intraoperative electrical stimulation-related, device-related, drug-related, pregnancy-related, etc.) using the formula: number of patients experiencing specific adverse events divided by total enrolled patients multiplied by 100%.

    Time frame: through study completion, an average of 2 years

07

Study locations

1 of 1 sites recruiting
08

References and documents

Publications

  • Metzger SL, Littlejohn KT, Silva AB, Moses DA, Seaton MP, Wang R, Dougherty ME, Liu JR, Wu P, Berger MA, Zhuravleva I, Tu-Chan A, Ganguly K, Anumanchipalli GK, Chang EF. A high-performance neuroprosthesis for speech decoding and avatar control. Nature. 2023 Aug;620(7976):1037-1046. doi: 10.1038/s41586-023-06443-4. Epub 2023 Aug 23. PubMed 37612505 ↗
  • Lu J, Li Y, Zhao Z, Liu Y, Zhu Y, Mao Y, Wu J, Chang EF. Neural control of lexical tone production in human laryngeal motor cortex. Nat Commun. 2023 Oct 30;14(1):6917. doi: 10.1038/s41467-023-42175-9. PubMed 37903780 ↗
  • Liu Y, Zhao Z, Xu M, Yu H, Zhu Y, Zhang J, Bu L, Zhang X, Lu J, Li Y, Ming D, Wu J. Decoding and synthesizing tonal language speech from brain activity. Sci Adv. 2023 Jun 9;9(23):eadh0478. doi: 10.1126/sciadv.adh0478. Epub 2023 Jun 9. PubMed 37294753 ↗

Individual participant data

Plan to share: No — The human patient data relevant to this study are accessible under restricted access according to our IRB protocol.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Mar 10, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT07460037
Responsible party
Sponsor
First posted
Mar 10, 2026
Start date
Mar 15, 2026 (estimated)
Primary completion
Dec 31, 2028 (estimated)
Completion
Dec 31, 2028 (estimated)
Last update
Mar 10, 2026

Study contacts

Feng Yan, MD, PhD
Contact
yan.feng7@163.com
+86 19032580606
Zehao Zhao, Md, PhD
Contact
zhaozehaox@163.com
+86 17816872380
Feng Yan
principal investigator · Department of Neurosurgery, Second Affiliated Hospital, School of Medicine, Zhejiang University

Oversight

Data monitoring committee
Yes
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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