Master Thesis Speech Target Extraction Based on Directives
Company Description At Bosch, we shape the future by inventing high-quality technologies and services that spark enthusiasm and enrich people’s lives.
Our promise to our associates is rock-solid : we grow together, we enjoy our work, and we inspire each other. Join in and feel the difference.
The Robert Bosch GmbH is looking forward to your application!*Job Description*Targeted speech understanding in a multi-source auditory environment is crucial for the latest hearing acoustics applications such as ear buds, hearing aids, smart watches, in-car acoustics, etc.
In the latest hearing devices, AI-based systems such as recurrent neural networks, LSTMs, beamformer networks are deployed to perform noise cancellation, speaker enhancement, etc.
With the introduction of directives, target speaker identification is possible without the need for clean target samples.
In your Master thesis, you will investigate target speech extraction with different background noises and develop a target extraction method based on directives.
You will evaluate speech extraction methods for hearing aids.* You will perform data augmentation on toy datasets and implement pre-processing stages of audio.
- Furthermore, you will develop neural networks to extract target speech based on directives.* In addition, you will extend the developed method to multi-source speech targets.
- Last but not least, you will gain experience and collaborate in a cross-functional team spanning algorithms, deployment and hardware.
- Qualifications *Education : *Master studies in the field of Electrical Engineering, Computer Science or comparable* *Experience and Knowledge *in Python and C++;
background in Neural Networks; knowledge of PyTorch is an advantage* *Personality and Working Practice : *anindependent, structured and highly motivated person* *Enthusiasm : *keen interest in future technologies and trends with a passion for innovation* *Languages : *fluent in English, German is an advantage*Additional Information Start : *according to prior agreement*Duration : *6 monthsRequirement for this thesis is the enrollment at university.
Please attach your CV, transcript of records, examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore, we welcome all applications, regardless of gender, age, disability, religion, ethnic origin or sexual identity.
- Need further information about the job?*Shreya Kshirasagar (Functional Department)+49 152 061 48397AndreGuntoro(Functional Department)+49 1525 881 3129#LI-DNI
Master Thesis Speech Target Extraction Based on Directives
Qualifications** *Education: *Master studies in the field of Electrical Engineering, Computer Science or comparable* *Experience and Knowledge *in Python and C++; background in Neural Networks; knowledge of PyTorch is an advantage* *Personality and Working Practice: *anindependent, structured and hi...
Master Thesis Speech Target Extraction Based on Directives
In your Master thesis, you will investigate target speech extraction with different background noises and develop a target extraction method based on directives. Master Thesis Speech Target Extraction Based on Directives. With the introduction of directives, target speaker identification is possible...
Master Thesis Speech Target Extraction Based on Directives
In your Master thesis, you will investigate target speech extraction with different background noises and develop a target extraction method based on directives. With the introduction of directives, target speaker identification is possible without the need for clean target samples. Furthermore, you...
Master Thesis on Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous Machines
Qualifications** *Education:* studies in the field of Cybernetics, Computer Science, Engineering, Mathematics or comparable* *Experience and Knowledge:*inmachine learning and control theory; MATLAB/Simulink and Python, ideally in DL frameworks; knowledge of electrical machines is a plus* *Personalit...
Master Thesis on Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous Machines
You will evaluate the developed controller concepts in simulation in comparison to state-of-the-art controllers. During your assignment, you will develop reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines (PSMs) with offset-free tracking. Last but not...
Master Thesis on Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous Machines
Master Thesis on Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous Machines. You will evaluate the developed controller concepts in simulation in comparison to state-of-the-art controllers. During your assignment, you will develop reinforcement learning-based tracking co...
Thesis on the technical development of a virtual product configuration platform based on Nvidia Omniverse from November 2024
We, the IT department of Mercedes-Benz Vans, are looking for a Master's student for the technical development of a virtual product configuration platform consisting of internal and external sub-products based on Nvidia Omniverse. Technical structure of the platform (adoption of analyzed implementati...
Junior Data Scientist (m/w/d)
Als Data Science Team begleiten wir Lidl auf den Weg zu einem datengetriebenen und KI-befähigten Unternehmen. Erarbeitung von Problemstellungen gemeinsam mit den Fachbereichen bei denen Data Science einen echten finanziellen Mehrwert für Lidl liefert. Gute Kenntnisse in der Anwendung von Machine-Lea...
Key Account Manager (m/f/d) MARKETING & DIGITAL
Key Account Manager (m/w/d) MARKETING & DIGITAL. Positionen und Projekte im Marketing, Kommunikations- & Digital-Umfeld und berätst Deine Kund:innen bei der Besetzung ihrer Vakanzen mit den besten Kandidat:innen für ihre Fach- und Führungspositionen. Creating Careers – das ist unser Anspruch! Al...
Reinigungskraft gn in Dobel
April 2024 befristet für ein Jahr in Teilzeit eine Reinigungskraft w/m/d. ...