Sr. Audio Speech Processing Machine Learning Engineer

07/21更新
應徵

工作內容

Job Description: We are seeking a talented and motivated Audio Speech Processing Machine Learning Engineer to join our dynamic team. The successful candidate will design, develop, and optimize machine learning models for audio and speech processing applications, including but not limited to speech separation, speaker identification, and speech enhancement. This role requires a deep understanding of machine learning, signal processing, and software engineering to deliver robust and scalable solutions. Responsibilities: -Design and develop, optimize and deploy machine learning models for audio and speech processing tasks, such as speech separation, speaker identification, and speech enhancement -Preprocess and analyze audio datasets to extract meaningful features for model training. -Optimize models for performance, scalability, and deployment on resource-constrained devices (e.g., edge devices). -Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to integrate models into production systems. -Stay up-to-date with the latest research in audio processing, deep learning, and related fields, and apply findings to improve system performance. -Conduct experiments to validate model performance and iterate on improvements based on real-world data. -Contribute to the development of tools and pipelines for audio data collection, annotation, and augmentation. -Ensure models are robust, efficient, and meet real-time processing requirements. -Document technical processes, methodologies, and findings for team knowledge sharing.

工作待遇

待遇面議

(經常性薪資達 4 萬元或以上)

工作性質

全職

上班地點

台北市松山區敦化北路205號5樓

管理責任

不需負擔管理責任

出差外派

無需出差外派

上班時段

日班

休假制度

週休二日

可上班日

不限

需求人數

1人

條件要求

工作經歷

3年以上

學歷要求

大學以上

科系要求

電機電子工程相關、資訊工程相關、其他數學及電算機科學相關

語文條件

不拘

擅長工具

不拘

工作技能

不拘

其他條件

Requirements: -Bachelor’s, Master’s, or Ph.D. in Computer Science, Electrical Engineering, Signal Processing, or a related field. -3+ years of experience in machine learning, with a focus on audio or speech processing. -Strong programming skills in Python, with experience in frameworks such as TensorFlow, PyTorch, or Kaldi. -Proficiency in audio signal processing techniques, including feature extraction (e.g., MFCC, spectrograms) and digital signal processing (DSP). -Experience with deep learning architectures for audio, such as CNNs, RNNs, Transformers, or WaveNet. -Familiarity with audio processing libraries and tools (e.g., Librosa, SciPy, or SoX). -Knowledge of real-time audio processing and deployment on embedded systems is a plus. -Experience with cloud platforms (e.g., AWS, GCP, Azure) for model training and deployment is a plus. -Strong problem-solving skills and ability to work independently and in a team environment. -Excellent communication skills to collaborate with cross-functional teams and present technical concepts to non-technical stakeholders.

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福利制度

We provide competitive salary to all our employees

聯絡方式

聯絡人

LeeSara

其他

Preferred Qualifications: -Experience with speech recognition systems (e.g., Kaldi, DeepSpeech, or Whisper). -Familiarity with generative audio models or voice synthesis technologies. -Experience with data augmentation techniques for audio datasets. -Understanding of acoustic modeling and language modeling for speech applications. -Contributions to open-source projects or publications in audio/speech processing or machine learning.
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