Education jobs in Indonesia

Job description

Télécom Paris , an international multidisciplinary center for education, research, and innovation, is a leader in the digital world.

We are looking for an Assistant / Associate Professor in multimodal generative AI models for audio to jointhe research group which is part of the Signal, Statistic and Learning (S2A) Team.

The number of methodological challenges raised by the application of Generative-AI approaches to audio data (speech, music, environmental sounds) is considerable. While advances in recent years have largely relied on pattern recognition models and optimization techniques to scale up, the emergence of generative models—whether based on diffusion models (score / flow matching) or autoregressive approaches—is now opening up new perspectives, while raising fundamental scientific questions.

The extreme complexity and diversity of audio data (multilingual speech, rich and varied musical signals, complex acoustic environments, biased or noisy data), combined with the growing demands of these applications (interpretability, reliability, robustness, fairness, near–real-time generation, control over style or generated content, etc.), make it necessary to rethink existing methodological and theoretical frameworks. These challenges take on an additional dimension with the development of multimodal generation, where audio is produced from heterogeneous modalities (e.g., text to audio, image to audio, or even video to audio), sensory modalities (brain to audio), or biological sensors (sweating, ECG, etc.). These scenarios raise new scientific challenges, both in terms of modeling (intermodal alignment, joint representation, generation control) and in terms of usage (perceptual quality, semiotic consistency, acceptability).

• Participate in the design and implementation of teaching programs in your scientific field
• Conduct research in your scientific field
• Participate in the development of partnerships, collaborations and contractual relationships in your scientific field

To succeed in this role, you have a PhD and you are fluent in English.

The position is open to all candidates working in marchine learning, expertise in the following areas will be preferred :

• Generative AI (diffusion model, score / flow matching, tokenization, disentanglement)
• Audio modeling
• Multimodal learning (alignment, data fusion)
• Statistical learning and advanced deep learning (large-scale training, generation control, self-supervised methods, and contrastive learning)
• Interpretability and explainability of generative models
• Ethical and societal considerations : responsible use, audio deepfakes, cultural biases

• Scientific excellence : Renowned laboratories (LTCI, i3, CREST), cutting-edge equipment, and international recognition.
• Multidisciplinarity : Working at the intersection of all areas of digital technology.
• Industrial and academic partnerships : Industrial chairs, integration into Paris-Saclay (Europe's leading innovation hub) and the Institut Polytechnique de Paris.
• Personalized support : Integration program, dedicated training, exchange seminars, and paid study trips.
• Benefits : 1 to 3 days of remote working and nomadic working possible, 49 days of paid leave / RTT, mutual insurance & provident fund, etc.

• Detailed curriculum vitae (max 2 pages)
• Covering letter
• Activity report (table of activities) on research (supervision, problems, etc.), eaching (title, volume, etc.) and collective tasks (max 4 pages)
• Teaching description (summary of activities, a brief plan for integration into teaching at university and continuing education) (max 4 pages)
• Research description (summary and results of activities, a brief plan for integration into research) (max 4 pages)
• Copy of the 3 best publications, list of publications
• Names and contact details of 2 qualified references

• Exchange with the host team to establish a list of shortlisted candidate
• Preliminary interview with Human Resources
• Hearing by the recruitment committee and ranking of the selected candidates
• Final interview with the Director of Télécom Paris

• Localisation : Palaiseau (20km from Paris)
• Type of contract : Permanent