Bengali Long Audio Recordings with Transcriptions and Augmentation

A collection of long Bengali audio recordings paired with transcriptions. The description mentions the inclusion of augmented audio data, suggesting techniques to increase dataset size or variability. The dataset is hosted on Kaggle, but details on its size, creation date, and author are unknown.

Use Cases

• Train Bengali automatic speech recognition models based on long audio files.
• Benchmark ASR system performance on long-form Bengali speech based on provided transcriptions.
• Develop data augmentation techniques for speech audio based on the augmented data mentioned.
• Fine-tune pre-trained speech models for the Bengali language based on the domain-specific audio.

Strengths

• Includes transcriptions aligned with audio files, which is essential for supervised ASR training.
• Contains long audio samples, which can be useful for modeling conversational or lecture-style speech.
• Mentions augmented audio data, which may improve model robustness.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.

Provenance

Source

Kaggle