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Cochlear implants (CIs) are a standard treatment for patients who experience severe to profound hearing loss. Recent studies have shown that hearing outcome is correlated with intra-cochlear anatomy and electrode placement. Our group has…

Computer Vision and Pattern Recognition · Computer Science 2021-08-23 Yiyuan Zhao , Jianing Wang , Rui Li , Robert F. Labadie , Benoit M. Dawant , Jack H. Noble

Cochlear implants (CIs) are implantable medical devices that can restore the hearing sense of people suffering from profound hearing loss. The CI uses a set of electrode contacts placed inside the cochlea to stimulate the auditory nerve…

Computer Vision and Pattern Recognition · Computer Science 2021-03-22 Hendrik Hachmann , Benjamin Krüger , Bodo Rosenhahn , Waldo Nogueira

Cochlear Implant (CI) surgery treats severe hearing loss by inserting an electrode array into the cochlea to stimulate the auditory nerve. An important step in this procedure is mastoidectomy, which removes part of the mastoid region of the…

Computer Vision and Pattern Recognition · Computer Science 2026-01-12 Yike Zhang , Eduardo Davalos , Dingjie Su , Ange Lou , Jack Noble

Cochlear implants (CIs) play a vital role in restoring hearing for individuals with severe to profound sensorineural hearing loss by directly stimulating the auditory nerve with electrical signals. While traditional coding strategies, such…

Audio and Speech Processing · Electrical Eng. & Systems 2025-04-29 Billel Essaid , Hamza Kheddar , Noureddine Batel

Cochlear implants (CIs) are devices that restore the sense of hearing in people with severe sensorineural hearing loss. An electrode array inserted in the cochlea bypasses the natural transducer mechanism that transforms mechanical sound…

Neurons and Cognition · Quantitative Biology 2025-01-30 Franklin Alvarez , Yixuan Zhang , Daniel Kipping , Waldo Nogueira

Cochlear implants (CIs) are surgically implanted hearing devices, which allow to restore a sense of hearing in people suffering from profound hearing loss. Wireless streaming of audio from external devices to CI signal processors has become…

Sound · Computer Science 2025-06-03 Reemt Hinrichs , Jörn Ostermann

Cochlear implants(CIs) are arguably the most successful neural implant, having restored hearing to over one million people worldwide. While CI research has focused on modeling the cochlear activations in response to low-level acoustic…

Neural and Evolutionary Computing · Computer Science 2024-07-31 Cynthia R. Steinhardt , Menoua Keshishian , Nima Mesgarani , Kim Stachenfeld

Speaker recognition is a biometric modality that uses underlying speech information to determine the identity of the speaker. Speaker Identification (SID) under noisy conditions is one of the challenging topics in the field of speech…

Sound · Computer Science 2019-08-02 Nursadul Mamun , Ria Ghosh , John H. L. Hansen

ElectrodeNet, a deep learning based sound coding strategy for the cochlear implant (CI), is proposed to emulate the advanced combination encoder (ACE) strategy by replacing the conventional envelope detection using various artificial neural…

Audio and Speech Processing · Electrical Eng. & Systems 2023-05-29 Enoch Hsin-Ho Huang , Rong Chao , Yu Tsao , Chao-Min Wu

Cochlear implants (CIs) provide a solution for individuals with severe sensorineural hearing loss to regain their hearing abilities. When someone experiences this form of hearing impairment in both ears, they may be equipped with two…

Audio and Speech Processing · Electrical Eng. & Systems 2023-10-03 Tom Gajecki , Waldo Nogueira

The cochlear implant (CI) is a successful biomedical device that enables individuals with severe-to-profound hearing loss to perceive sound through electrical stimulation, yet listening in noise remains challenging. Recent deep learning…

Audio and Speech Processing · Electrical Eng. & Systems 2026-01-30 Meng-Ping Lin , Enoch Hsin-Ho Huang , Shao-Yi Chien , Yu Tsao

Robotic cochlear-implant (CI) insertion requires precise prediction and regulation of contact forces to minimize intracochlear trauma and prevent failure modes such as locking and buckling. Aligned with the integration of advanced medical…

Robotics · Computer Science 2026-03-06 Lingxiao Xun , Gang Zheng , Alexandre Kruszewski , Renato Torres

Cochlear implants (CIs) are neural prosthetics used to treat patients with severe-to-profound hearing loss. Patient-specific modeling of CI stimulation of the auditory nerve fiber (ANFs) can help audiologists improve the CI programming.…

Image and Video Processing · Electrical Eng. & Systems 2024-02-19 Hannah G. Mason , Jack H. Noble

While micro-CT systems are instrumental in preclinical research, clinical micro-CT imaging has long been desired with cochlear implantation as a primary example. The structural details of the cochlear implant and the temporal bone require a…

Electrical hearing by cochlear implants (CIs) may be fundamentally different from acoustic hearing by normal-hearing (NH) listeners, presumably showing unequal speech quality perception in various noise environments. Noise reduction (NR)…

Audio and Speech Processing · Electrical Eng. & Systems 2021-03-04 Sara Akbarzadeh , Sungmin Lee , Fei Chen , Chin-Tuan Tan

We propose an atlas-based method to segment the intracochlear anatomy (ICA) in the post-implantation CT (Post-CT) images of cochlear implant (CI) recipients that preserves the point-to-point correspondence between the meshes in the atlas…

Image and Video Processing · Electrical Eng. & Systems 2021-07-12 Jianing Wang , Dingjie Su , Yubo Fan , Srijata Chakravorti , Jack H. Noble , Benoit M. Dawant

Speech perception is key to verbal communication. For people with hearing loss, the capability to recognize speech is restricted, particularly in a noisy environment or the situations without visual cues, such as lip-reading unavailable via…

Sound · Computer Science 2020-12-21 Rung-Yu Tseng , Tao-Wei Wang , Szu-Wei Fu , Chia-Ying Lee , Yu Tsao

Automatic speech recognition (ASR) plays a pivotal role in our daily lives, offering utility not only for interacting with machines but also for facilitating communication for individuals with partial or profound hearing impairments. The…

Audio and Speech Processing · Electrical Eng. & Systems 2025-01-14 Billel Essaid , Hamza Kheddar , Noureddine Batel , Muhammad E. H. Chowdhury , Abderrahmane Lakas

Cochlear implants (CIs) have been developed to the point where they can restore hearing and speech understanding in a large proportion of patients. Although spatial hearing is central to controlling and directing attention and to enabling…

For those experiencing severe-to-profound sensorineural hearing loss, the cochlear implant (CI) is the preferred treatment. Augmented reality (AR) aided surgery can potentially improve CI procedures and hearing outcomes. Typically, AR…

Computer Vision and Pattern Recognition · Computer Science 2024-03-13 Yike Zhang , Eduardo Davalos , Dingjie Su , Ange Lou , Jack H. Noble
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