Machine Learning Researcher - Audio
Tasks
- Build scalable audio evaluation pipelines
- Build segment level quality evaluation workflows
- Collaborate with ML researchers data engineers and partners
- Create deterministic filtering rules and quality gates
- Develop audio data quality metrics and benchmarks
- Evaluate speech datasets and maintain quality scorecards
- Measure acoustic properties from waveform
- Research audio data quality for machine learning
- Run model and data evaluations for ASR TTS and speaker modeling
- Validate quality metrics against downstream model outcomes
Perks/Benefits
- N/A
Skills/Tech-stack
ASR | Ablation Studies | Audio signal processing | Benchmarking | Clipping Detection | Codec Artifacts | Data Quality | Data Quality Metrics | Data evaluation | Diarization | Evaluation Frameworks | Language Processing | Machine Learning | Multimodal Learning | Natural Language | Natural Language Processing | Noise Reduction | Quality metrics | Reverberation | Sampling Rate | Self-Supervised Learning | Self-supervised | Signal Processing | Speaker Diarization | Spectral Analysis | Spectrogram | Speech Processing | Speech Recognition | Speech synthesis | Supervised Learning | TTS | Waveform analysis
Education
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