knoveleng/ms
收藏资源简介:
--- dataset_info: features: - name: transcription dtype: string - name: gender dtype: string - name: country dtype: string - name: utterance_pitch_mean dtype: float64 - name: utterance_pitch_std dtype: float64 - name: snr dtype: float64 - name: c50 dtype: float64 - name: speech_duration dtype: float64 - name: stoi dtype: float64 - name: si-sdr dtype: float64 - name: pesq dtype: float64 - name: pitch dtype: string - name: speaking_rate dtype: string - name: noise dtype: string - name: reverberation dtype: string - name: speech_monotony dtype: string - name: sdr_noise dtype: string - name: audio_filename dtype: string - name: prompt dtype: string - name: audio dtype: audio splits: - name: train num_bytes: 5844482059.5 num_examples: 18000 - name: validation num_bytes: 324693447.75 num_examples: 1000 - name: test num_bytes: 324693447.75 num_examples: 1000 download_size: 6274493720 dataset_size: 6493868955.0 configs: - config_name: default data_files: - split: train path: data/train-* - split: validation path: data/validation-* - split: test path: data/test-* ---
This dataset consists of 18,000 training samples, 1,000 validation samples, and 1,000 test samples. Each sample includes audio transcription text, speaker gender, speaker's country, multiple acoustic features of the audio (e.g., average pitch, pitch standard deviation, signal-to-noise ratio, speech duration, etc.), audio quality metrics (e.g., STOI, SI-SDR, PESQ, etc.), audio filename, and prompt text. The dataset also includes the audio files themselves.



