具身多模态数据分析算法开发实习生
Tasks
- Build multimodal data quality metrics
- Conduct automated data quality checks and anomaly detection
- Deduplicate and analyze similarity for data mining
- Develop VLM based prelabeling pipeline
- Extract knowledge graph and generate LLM training corpora
- Label intent slot entity and emotion
- Perform ASR transcription and proofreading
- Perform multimodal data cleaning and preprocessing
- Prepare text speech and dialogue corpora
- Process dialect and conversational speech data
Perks/Benefits
Skills/Tech-stack
ASR | Anomaly Detection | Automatic Speech Recognition | Cloud processing | Computer Vision | Data Deduplication | Data Preprocessing | Data Processing | Data Quality | Data labeling | Ego4D | FFmpeg | Knowledge graph | Language Processing | Machine Learning | Multimodal Processing | Natural Language | Natural Language Processing | Open X Embodiment | OpenCV | Point Cloud | Point Cloud Processing | PyTorch | Python | ROS | Retrieval-Augmented Generation | Sensor Data Processing | Sensor data | Similarity Analysis | Speech Processing | Speech Recognition | Time Synchronization | VLM | Video Processing
Education
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