Iu Mien Language Quality Analyst Specialist
Budget: $8 – $15 USD
Job Title:
Quality Analyst (QA) – Specialist for Iu Mien language
Job Description:
We are seeking detail-oriented Quality Analyst (QA) to evaluate audio data. The role involves reviewing audio samples and ensuring they meet linguistic, technical, and quality standards.
Key Responsibilities:
- Ensure the audio is in Iu Mien language.
- Confirm that the speaker is a native speaker of Iu Mien language.|
- Identify non-native accents or unnatural speech patterns.
- Verify that spoken sentences are grammatically correct, natural, and complete.
- Ensure the audio is clear and free from major distortions such as noise, clipping, or inaudibility.
QA TASK INSTRUCTIONS
The QA must choose ONE of the following if applicable:
1) File Issues (Mandatory Check)
- If the file has 0 KB size (empty file), choose this option.
- If the file has > 0 KB size, but no human speech or vocal sounds (e.g., breathing, coughing, laughing), choose this option.
2) Language Verification
- If the audio is in Iu Mien language, mark as correct.
- If the audio is not in Iu Mien language, select this and specify:
- actual_language_detected
3) Fluency & Nativeness
- Speech is natural, fluent, and spoken by the native speaker.
- Speaker has a non-native accent or unnatural pronunciation.
- Speech contains frequent pauses, hesitations, repetitions, or unnatural flow.
4) Grammar & Sentence Completeness
- Sentence is complete, natural, and grammatically correct.
- Sentence contains grammar mistakes.
- Sentence is cut off or unfinished.
5) Audio Quality
- Clear and audible with no major issues.
- Presence of noticeable environmental noise.
- Audio is crackling, clipped, or broken.
- Speech is too quiet to understand clearly.
- Audio is too loud or distorted due to clipping.
- More than one voice speaking at the same time.
6) Speech Style Issues
- machine_generated_speech: Audio sounds like text-to-speech (TTS).
- reading_style_speech: Speech sounds overly scripted, monotone, or unnatural (not conversational).
7) Speaker Validation
- single_speaker:
Only one speaker is present.
- multiple_speakers:
More than one speaker detected in the same audio.
9) Dialect Verification (If applicable)
- Matches the required dialect.
- Does not match; specify: detected_dialect
Requirements:
- Native or near-native fluency in Iu Mien language
- Strong listening and linguistic judgment skills
- Attention to detail and ability to follow strict guidelines
- Prior experience in audio QA is preferred
Quality Analyst (QA) – Specialist for Iu Mien language
Job Description:
We are seeking detail-oriented Quality Analyst (QA) to evaluate audio data. The role involves reviewing audio samples and ensuring they meet linguistic, technical, and quality standards.
Key Responsibilities:
- Ensure the audio is in Iu Mien language.
- Confirm that the speaker is a native speaker of Iu Mien language.|
- Identify non-native accents or unnatural speech patterns.
- Verify that spoken sentences are grammatically correct, natural, and complete.
- Ensure the audio is clear and free from major distortions such as noise, clipping, or inaudibility.
QA TASK INSTRUCTIONS
The QA must choose ONE of the following if applicable:
1) File Issues (Mandatory Check)
- If the file has 0 KB size (empty file), choose this option.
- If the file has > 0 KB size, but no human speech or vocal sounds (e.g., breathing, coughing, laughing), choose this option.
2) Language Verification
- If the audio is in Iu Mien language, mark as correct.
- If the audio is not in Iu Mien language, select this and specify:
- actual_language_detected
3) Fluency & Nativeness
- Speech is natural, fluent, and spoken by the native speaker.
- Speaker has a non-native accent or unnatural pronunciation.
- Speech contains frequent pauses, hesitations, repetitions, or unnatural flow.
4) Grammar & Sentence Completeness
- Sentence is complete, natural, and grammatically correct.
- Sentence contains grammar mistakes.
- Sentence is cut off or unfinished.
5) Audio Quality
- Clear and audible with no major issues.
- Presence of noticeable environmental noise.
- Audio is crackling, clipped, or broken.
- Speech is too quiet to understand clearly.
- Audio is too loud or distorted due to clipping.
- More than one voice speaking at the same time.
6) Speech Style Issues
- machine_generated_speech: Audio sounds like text-to-speech (TTS).
- reading_style_speech: Speech sounds overly scripted, monotone, or unnatural (not conversational).
7) Speaker Validation
- single_speaker:
Only one speaker is present.
- multiple_speakers:
More than one speaker detected in the same audio.
9) Dialect Verification (If applicable)
- Matches the required dialect.
- Does not match; specify: detected_dialect
Requirements:
- Native or near-native fluency in Iu Mien language
- Strong listening and linguistic judgment skills
- Attention to detail and ability to follow strict guidelines
- Prior experience in audio QA is preferred