Research Scientist, Audio Language Models

vor 3 Wochen

Zurich, Schweiz Google Vollzeit

**Minimum qualifications**:

- PhD in Computer Science, Artificial Intelligence, Machine Learning, a related technical field, or equivalent practical experience.
- Experience in Machine Learning Algorithms/Research and Language Modeling.
- Experience with publications (e.g., NeurIPS, ICLR, ICML, ICASSP, INTERSPEECH), or a field related to Machine Learning.
- Experience in Python.

**Preferred qualifications**:

- Experience working in an industry or academic research lab, and taking research from concept to product.
- Experience in areas such as speech, general audio processing, speech-to-speech or language modeling in audio.
- Experience collaborating or leading an applied research project.

**About the job**:
As a Research Scientist, you'll also actively contribute to the wider research community by sharing and publishing your findings, with ideas inspired by internal projects as well as from collaborations with research programs at partner universities and technical institutes all over the world.

Our Research team focuses on audio generative AI, driving the development of the foundational technology adopted by AudioLM, a state-of-the-art framework capable of generating speech, music and general sounds. We developed the core components of AudioLM, including soundstream and soundstorm, and directly contributed to models addressing a wide array of use cases, ranging from text-to-speech synthesis (e.g., SPEAR-TTS), text-to-music (e.g., MusicLM) and speech-to-speech translation (e.g., AudioPaLM). We have ongoing collaborations with different product teams. This allows us to advance the state-of-the-art with scientific publication, while at the same time push the outcome of our research projects to Google products.

Google Research addresses challenges that define the technology of today and tomorrow. From conducting fundamental research to influencing product development, our research teams have the opportunity to impact technology used by billions of people every day.

**Responsibilities**:

- Explore how to extend AudioLM to support emerging use cases that require streaming-aware processing on any kind of audio.
- Design universal audio representations, which are learned to capture all the necessary information needed to drive the synthesis process regardless of the specific content type, while at the same time providing a compact representation suitable for language modeling.
- Design all modeling components, from tokenizers to language models, so that stringent constraints can be met in terms of algorithmic and compute latency.
- Implement models, design experiments and deploy proof-of-concepts in the area of audio generation to demonstrate universal audio synthesis capable of producing complex soundscapes in real time, encompassing speech, music and general sounds.

Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form.

  • Research Scientist, Visual Language Models

    Vor 3 Tagen

    Zurich, Schweiz Google Vollzeit

    **Minimum qualifications**: - PhD degree in Computer Science, a related field, or equivalent practical experience. - Experience with Generative AI and use cases. - Experience with Machine Learning, Deep Learning, Reinforcement Learning, Computer Vision. - One or more scientific publication submission(s) for conferences, journals, or public...

  • Research Scientist Intern, Photorealistic

    vor 1 Woche

    Zurich, Schweiz Meta Vollzeit

    Meta’s mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new...

  • Research Scientist

    Vor 7 Tagen

    Zurich, Schweiz Meta Vollzeit

    Meta is seeking a Research Scientist to join our Generative AI organization. In this role, you will have the opportunity to make a significant impact on the field of image generation by developing novel models and algorithms that improve the speed and efficiency of generative AI systems. These models will have direct impact on Meta's family of apps with 2...

  • Research Scientist, Applied Computer Vision

    Vor 4 Tagen

    Zurich, Schweiz Meta Vollzeit

    **Research Scientist, Applied Computer Vision Responsibilities**: - Help Advance the science and technology of intelligent machines - Contribute to research that enables learning the semantics of data (images, video, text, audio and other modalities) - Identify and recommend creative ways to leverage and/or enhance existing practices while sharing...

  • Research Scientist Manager

    Vor 2 Tagen

    Zurich, Schweiz Meta Vollzeit

    The Generative AI Org at Meta is seeking a strong technical leader to join our team and work on the next generation of Llama models. As a technical leader of our team, you will play a critical role in building state of the art LLMs. We have the opportunity to help people everywhere get stuff done better and faster. This year we open sourced Llama 2 and...

  • Research Scientist

    vor 2 Wochen

    Zurich, Schweiz Meta Vollzeit

    Meta is seeking a Research Scientist to join our Generative AI organization. In this role, you will have the opportunity to make a significant impact on the field of image generation by developing novel models and algorithms that improve the speed and efficiency of generative AI systems. These models will have direct impact on Meta's family of apps with 2...

  • Research Scientist

    Vor 6 Tagen

    Zurich, Schweiz Oculus Vollzeit

    Reality Labs brings together a world-class team of researchers, developers, and engineers to create the future of virtual and augmented reality, which together will become as universal and essential as smartphones and personal computers are today. And just as personal computers have done over the past 45 years, AR and VR will ultimately change everything...

  • Research Scientist, Copresence

    vor 3 Wochen

    Zurich, Schweiz Google Vollzeit

    Minimum qualifications: - PhD in Computer Vision, Computer Graphics, or Machine Learning disciplines. - Publications in conferences such as CVPR, SIGGRAPH, NeurIPS, ECCV, ICCV, ICML, etc. - Experience in programming languages such as C++ or Python. Preferred qualifications: - Experience with deploying research into production. - Experience in leading...

  • Research Scientist, Device Automation

    vor 3 Wochen

    Zurich, Schweiz Google Vollzeit

    Minimum qualifications: - PhD in Computer Science, related field, or equivalent practical experience. - Experience with Operating Systems research. - Experience with Python, C++, and Machine Learning libraries (e.g., TensorFlow, JAX, PyTorch, or others). Preferred qualifications: - Experience with conducting research or publishing on the topic of device...

  • Research Scientist

    vor 3 Wochen

    Zurich, Schweiz Dept. of Neurosurgery, USZ, UZH Vollzeit

    Dept. of Neurosurgery, USZ, UZH_ **Research scientist** **80 % **:We are seeking for a motivated and experienced researcher in the area of cerebrovascular development and pathology with a focus on pericytes to join the neurovascular laboratory at the Department of Neurosurgery, University of Zurich, University Hospital of Zurich. **Your responsibilities**:...

  • Researcher/research Scientist

    vor 1 Woche

    Zurich, Schweiz Explore Group Vollzeit

    Researcher/Research Scientist - Computing Systems - Explore Group Zurich, Switzerland (Hybrid) We have been engaged by a major technology/telco client of ours whom are actively expanding their R&D sector focusing on Future Computing Systems and Storage Systems. They are looking to roll-out a new innovative strategy, process and standardisation across the...

  • Postdoctoral Researcher in Natural Language

    vor 4 Wochen

    Zurich, Schweiz Department of Computational Linguistics Vollzeit

    Department of Computational Linguistics_ **Postdoctoral Researcher in Natural Language Processing** **100 % **:You will be joining the Department of Computational Linguistics, which has 5 faculty and around 40 postdoctoral and student researchers in the areas of text technologies, phonetics and speech. **Your responsibilities**: You will join the SNSF...

  • Postdoctoral Researcher in Natural Language

    vor 1 Woche

    Zurich, Schweiz Institut für Computerlinguistik Vollzeit

    Department of Computational Linguistics_ **Postdoctoral Researcher in Natural Language Processing** **100 % **:You will be joining the Department of Computational Linguistics, which has 5 faculty and around 40 postdoctoral and student researchers in the areas of text technologies, phonetics and speech. **Your responsibilities**: You will join the SNSF...

  • Research Scientist, Computational Photography

    vor 3 Wochen

    Zurich, Schweiz Google Vollzeit

    Minimum qualifications: - PhD in Computer Science, related technical field or equivalent practical experience. - Experience in research in computer vision, graphics, audio, machine learning, and/or HCI. - Experience programming in C, C++, Python. - Experience contributing to research communities, including published papers in venues like CVPR, SIGGRAPH,...

  • Modeler

    vor 4 Wochen

    Zurich, Schweiz Risk Management Solutions Vollzeit

    We currently have a job opening for a Catastrophe Risk Modeler to join our Earthquake team in the Model Development group of Risk Management Solutions, Inc. (RMS) in our Zurich, Switzerland, office. The main focus of this role is on the development of earthquake hazard and risk models with emphasis on understanding, developing, and implementing state of the...

  • Research Scientist

    vor 1 Woche

    Zurich, Schweiz Facebook App Vollzeit

    Reality Labs Research is looking for upcoming scientists and researchers with great interest in sensor system benchmarking for various use cases in the future AR/VR devices and algorithm/hardware/software co-optimization. **Responsibilities**: Analyze image data captured by our uniquely developed image sensor.Work with sensor prototype systems -...

  • Research Scientist, Computer Vision

    vor 3 Wochen

    Zurich, Schweiz Meta Vollzeit

    At Reality Labs, we’re developing the input technologies that will define the future of the virtual and augmented reality computing platforms. We are looking for a creative, skilled and motivated Research Scientist to join our machine perception team in advancing the state-of-the-art of human understanding, action recognition and statistical text decoding....

  • Research Scientist, Gemini

    Vor 3 Tagen

    Zurich, Schweiz Google Vollzeit

    **Minimum qualifications**: - PhD degree in Computer Science, a related field, or equivalent practical experience. - Experience with Machine Learning models working with data, quality metrics, quality iterations. - One or more scientific publication submission(s) for conferences, journals, or public repositories. **Preferred qualifications**: - Coding...

  • Research Scientist

    vor 3 Wochen

    Zurich, Schweiz Boston Dynamics AI Institute Vollzeit

    **Our Mission** Our mission is to solve the most important and fundamental challenges in AI and Robotics to enable future generations of intelligent machines that will help us all live better lives. **Research Scientists **will have proven hands-on research experience with a focus in one or more of these key areas: Cognitive AI, Athletic AI, Organic...

  • Hci Research Scientist

    vor 4 Wochen

    Zurich, Schweiz Oculus Vollzeit

    We are looking for a senior human computer interaction leader to inform our work on input and interaction for AR/VR. The XR Input team covers research in core tracking (hand tracking, body tracking, object tracking, sensor fusion), action recognition (hand-object interaction, gesture recognition), new text input technologies (statistical text decoding) as...