file for speech recognition.

README.md

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+---
+license: bigscience-openrail-m
+task_categories:
+- automatic-speech-recognition
+language:
+- dv
+tags:
+- legal
+- code
+pretty_name: Dhivehi Speech Recognition Dataset
+size_categories:
+- 100B<n<1T
+---
+# Dataset Card for Dataset Name
+
+<!-- Dhivehi Speech Recognition Dataset. -->
+
+This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
+
+## Dataset Details
+
+### Dataset Description
+
+<!-- This dataset includes short audio clips of spoken Dhivehi along with their corresponding text transcriptions. The recordings were collected from native Dhivehi speakers under controlled conditions. Audio is in `.wav` format sampled at 16kHz, and transcriptions are in UTF-8 encoded text files.
+
+
+- **Curated by:** by my self- saajidha mohamed
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Language(s) (NLP):** Dhivehi (`dv`)
+- **License:** BigScience OpenRAIL-M
+
+### Dataset Sources [optional]
+
+<!-- Provide the basic links for the dataset. -->
+
+- **Repository:** (https://huggingface.co/datasets/saajidha/dhivehi_speech_dataset)
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- this dataset is designed for training and evaluating Dhivehi ASR systems. . -->
+
+### Direct Use
+
+<!-- This dataset is designed for training and evaluating Dhivehi ASR systems, including fine-tuning models like Whisper or Wav2Vec2 for Dhivehi.. -->
+
+
+### Out-of-Scope Use
+
+<!-- This dataset is **not** intended for biometric identification or surveillance applications. Use must comply with the license. -->
+
+
+## Dataset Structure
+
+<!-- Each example includes:
+- `audio`: The audio file (`.wav`)
+- `text`: The transcript of the spoken audio
+
+Splits (if available): `train`, `validation`, and `test`. -->
+
+
+## Dataset Creation
+
+### Curation Rationale
+
+<!-- There is a lack of publicly available Dhivehi speech datasets. This dataset helps bridge that gap for ASR research in the Dhivehi language. -->
+
+
+### Source Data
+
+<!-- sources include laws read, recorded and scripted  for this purpose and public news read, recorded and scripted for this purpose,  judgements read, recorded and scripted for this purpose.. -->
+
+#### Data Collection and Processing
+
+<!-- Audio was recorded by my self, a native speaker using mobile devices or microphones. The speech was transcribed manually and verified. Data was normalized to remove noise and silence, etc. -->
+
+
+
+#### Who are the source data producers?
+
+<!-- i by myself a Native speaker of Dhivehi from the Maldives. No personally identifiable information was collected or included. -->
+
+
+
+### Annotations [optional]
+
+<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
+
+#### Annotation process
+
+<!-- Transcriptions were created by a native speaker and verified by a second annotator. -->
+
+
+
+#### Who are the annotators?
+
+<!-- The team consisted of linguists and volunteers fluent in Dhivehi. -->
+
+
+#### Personal and Sensitive Information
+
+<!--  No sensitive information is included. Data has been anonymized and filtered to avoid privacy risks. -->
+
+
+
+## Bias, Risks, and Limitations
+
+<!-- The dataset may not cover all dialects or accents of Dhivehi. Urban speakers are more represented than rural ones. -->
+
+
+
+### Recommendations
+
+<!-- Users should be cautious of dialectal bias when training models. The dataset may not generalize well to informal or spontaneous speech. -->
+
+Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+@misc{saajidha2025dhivehi,
+  title        = {Dhivehi Speech Recognition Dataset},
+  author       = {Saajidha Mohamed},
+  year         = {2025},
+  publisher    = {Hugging Face},
+  howpublished = {\url{https://huggingface.co/datasets/saajidha/dhivehi_speech_dataset}},
+  note         = {Dataset for Dhivehi Automatic Speech Recognition (ASR)}
+**APA:**
+
+Saajidha Mohamed. (2025). Dhivehi Speech Recognition Dataset [Dataset]. Hugging Face. https://huggingface.co/datasets/saajidha/dhivehi_speech_dataset
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Dataset Card Authors [optional]
+
+[More Information Needed]
+
+## Dataset Card Contact
+
+Name: Saajidha Mohamed
+
+Email: [email protected]
+
+Hugging Face: https://huggingface.co/saajidha