dataset_info:
- config_name: long_digit
features:
- name: file
dtype: string
- name: audio
dtype: audio
- name: instruction
dtype: string
- name: audio_transcription
dtype: string
- name: answer
dtype: string
splits:
- name: kazakh
num_bytes: 32786850
num_examples: 172
download_size: 32758406
dataset_size: 32786850
- config_name: multi_step_reasoning
features:
- name: file
dtype: string
- name: audio
dtype: audio
- name: instruction
dtype: string
- name: audio_transcription
dtype: string
- name: answer
dtype: string
splits:
- name: kazakh
num_bytes: 1094374976
num_examples: 1392
download_size: 1093760168
dataset_size: 1094374976
- config_name: short_digit
features:
- name: file
dtype: string
- name: audio
dtype: audio
- name: instruction
dtype: string
- name: audio_transcription
dtype: string
- name: answer
dtype: string
splits:
- name: kazakh
num_bytes: 17245162
num_examples: 100
download_size: 17231695
dataset_size: 17245162
- config_name: single_step_reasoning
features:
- name: file
dtype: string
- name: audio
dtype: audio
- name: instruction
dtype: string
- name: audio_transcription
dtype: string
- name: answer
dtype: string
splits:
- name: kazakh
num_bytes: 276560211
num_examples: 592
download_size: 276402538
dataset_size: 276560211
configs:
- config_name: long_digit
data_files:
- split: kazakh
path: long_digit/kazakh-*
- config_name: multi_step_reasoning
data_files:
- split: kazakh
path: multi_step_reasoning/kazakh-*
- config_name: short_digit
data_files:
- split: kazakh
path: short_digit/kazakh-*
- config_name: single_step_reasoning
data_files:
- split: kazakh
path: single_step_reasoning/kazakh-*
SpokenMQA — Kazakh
This dataset is a machine-translated Kazakh adaptation of the SpokenMQA benchmark for evaluating spoken mathematical reasoning in speech-based and audio-language models.
The original SpokenMQA benchmark probes whether speech-based models can solve math problems delivered through speech, ranging from simple digit recognition (short and long digits) to single-step and multi-step mathematical reasoning. This release localizes the benchmark into Kazakh, enabling evaluation of multilingual speech models on spoken mathematical reasoning beyond English.
The textual fields of the original benchmark were machine-translated into Kazakh, and the audio was re-synthesized in Kazakh from the translated transcripts using MangiSozTTS.
Dataset structure
The benchmark covers four tracks of increasing difficulty:
| Subset | Purpose |
|---|---|
short_digit |
Recognition of short numerical sequences spoken aloud |
long_digit |
Recognition of longer numerical sequences spoken aloud |
single_step_reasoning |
Mathematical problems requiring a single arithmetic operation |
multi_step_reasoning |
Mathematical problems requiring multi-step reasoning over spoken input |