7 дней назад
Research Scientist, Speech & Audio (AI)
160 000 - 185 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Scientist, Speech & Audio (AI) (ASR/TTS and Audio Models): Designing and evaluating audio data, benchmarks, and speech-model experiments with an accent on multilingual coverage, transcription quality, robustness, and streaming performance. Focus on building adversarial evaluations, fine-tuning models, measuring data-driven improvements, and publishing reproducible research.
Location: Remote - United States
Salary: $160,000–$185,000 per year, based on experience, skills, and qualifications.
Company
is a global data engineering company that provides data, evaluation frameworks, and human expertise for generative AI systems.
What you will do
- Define data structures, annotation schemas, sampling strategies, and evaluation criteria for ASR, text-to-speech, speech-to-speech, conversational voice, diarization, verification, audio-language, and streaming models.
- Build evaluation methodologies covering semantic accuracy, accent and noise robustness, code-switching, diarization error rate, speech naturalness, intelligibility, and streaming latency.
- Design audio coverage across languages, accents, dialects, acoustic conditions, speaker demographics, emotional and paralinguistic characteristics, and single- or multi-speaker settings.
- Partner with transcription, linguistics, audio solutions, engineering, annotation, and subject-matter teams to turn model objectives into operational data and evaluation programs.
- Fine-tune and evaluate models on data, using ablations to connect data decisions with measurable improvements.
- Design adversarial evaluations, document findings, and publish benchmarks, methodologies, and research papers.
Requirements
- Approximately 5+ years of hands-on industry experience in speech or audio machine learning; a current PhD research agenda may offset experience at the lower end.
- Bachelor’s degree in computer science, electrical engineering, or a related technical or quantitative field.
- Hands-on experience training and evaluating ASR, TTS, speech-to-speech, speaker, or audio-language models, with strong PyTorch fundamentals.
- Experience with ESPnet, NeMo, SpeechBrain, or Kaldi, Hugging Face, forced alignment, WER/CER, and advanced speech evaluation metrics.
- Experience with multilingual, accented, dialectal, low-resource, or code-switched speech and synthetic or augmented audio.
- First-author publications or strong open-source contributions at venues such as Interspeech, ICASSP, ASRU, SLT, or NeurIPS.
Nice to have
- Advanced degree in a relevant field.
- Experience with responsible-AI evaluation and red-teaming, including spoofing, voice-cloning robustness, or bias across accents and languages.
Culture & Benefits
- Direct collaboration with customers and frontier AI laboratories developing speech and audio models.
- Work spans research, data design, evaluation methodology, annotation, and engineering implementation.
- Practical experience is valued alongside formal credentials.
- Research findings can be developed into benchmarks, methodologies, open-source contributions, and papers.
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