Upload merged dataset: test5

README.md

@@ -0,0 +1,159 @@
+---
+license: cc-by-4.0
+task_categories:
+- automatic-speech-recognition
+- text-to-speech
+language:
+- en
+tags:
+- speech
+- audio
+- dataset
+- tts
+- asr
+- merged-dataset
+size_categories:
+- 1K<n<10K
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: "data.csv"
+  default: true
+dataset_info:
+  features:
+  - name: audio
+    dtype:
+      audio:
+        sampling_rate: 16000
+  - name: text
+    dtype: string
+  - name: speaker_id
+    dtype: string
+  - name: emotion
+    dtype: string
+  - name: language
+    dtype: string
+  splits:
+  - name: train
+    num_examples: 1806
+  config_name: default
+---
+
+# test5
+
+This is a merged speech dataset containing 1806 audio segments from 8 source datasets.
+
+## Dataset Information
+
+- **Total Segments**: 1806
+- **Speakers**: 47
+- **Languages**: en
+- **Emotions**: happy, neutral, sad, angry
+- **Original Datasets**: 8
+
+## Dataset Structure
+
+Each example contains:
+- `audio`: Audio file (WAV format, 16kHz sampling rate)
+- `text`: Transcription of the audio
+- `speaker_id`: Unique speaker identifier (made unique across all merged datasets)
+- `emotion`: Detected emotion (neutral, happy, sad, etc.)
+- `language`: Language code (en, es, fr, etc.)
+
+## Usage
+
+### Loading the Dataset
+
+```python
+from datasets import load_dataset
+
+# Load the dataset
+dataset = load_dataset("Codyfederer/test5")
+
+# Access the training split
+train_data = dataset["train"]
+
+# Example: Get first sample
+sample = train_data[0]
+print(f"Text: {sample['text']}")
+print(f"Speaker: {sample['speaker_id']}")
+print(f"Language: {sample['language']}")
+print(f"Emotion: {sample['emotion']}")
+
+# Play audio (requires audio libraries)
+# sample['audio']['array'] contains the audio data
+# sample['audio']['sampling_rate'] contains the sampling rate
+```
+
+### Alternative: Load from CSV
+
+```python
+import pandas as pd
+from datasets import Dataset, Audio, Features, Value
+
+# Load the CSV file
+df = pd.read_csv("data.csv")
+
+# Define features
+features = Features({
+    "audio": Audio(sampling_rate=16000),
+    "text": Value("string"),
+    "speaker_id": Value("string"),
+    "emotion": Value("string"),
+    "language": Value("string")
+})
+
+# Create dataset
+dataset = Dataset.from_pandas(df, features=features)
+```
+
+### Dataset Structure
+
+The dataset includes:
+- `data.csv` - Main dataset file with all columns
+- `*.wav` - Audio files in the root directory  
+- `load_dataset.txt` - Python script for loading the dataset (rename to .py to use)
+
+CSV columns:
+- `audio`: Audio filename (in root directory)
+- `text`: Transcription of the audio
+- `speaker_id`: Unique speaker identifier
+- `emotion`: Detected emotion
+- `language`: Language code
+
+## Speaker ID Mapping
+
+Speaker IDs have been made unique across all merged datasets to avoid conflicts.
+For example:
+- Original Dataset A: `speaker_0`, `speaker_1`
+- Original Dataset B: `speaker_0`, `speaker_1`
+- Merged Dataset: `speaker_0`, `speaker_1`, `speaker_2`, `speaker_3`
+
+Original dataset information is preserved in the metadata for reference.
+
+## Data Quality
+
+This dataset was created using the Vyvo Dataset Builder with:
+- Automatic transcription and diarization
+- Quality filtering for audio segments
+- Music and noise filtering
+- Emotion detection
+- Language identification
+
+## License
+
+This dataset is released under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
+
+## Citation
+
+```bibtex
+@dataset{vyvo_merged_dataset,
+  title={test5},
+  author={Vyvo Dataset Builder},
+  year={2025},
+  url={https://huggingface.co/datasets/Codyfederer/test5}
+}
+```
+
+This dataset was created using the Vyvo Dataset Builder tool.

dataset_info.json

@@ -0,0 +1,101 @@
+{
+  "dataset_name": "test5",
+  "description": "Merged speech dataset containing 1806 segments from 8 source datasets",
+  "features": {
+    "audio": {
+      "_type": "Audio",
+      "sampling_rate": 16000
+    },
+    "text": {
+      "_type": "Value",
+      "dtype": "string"
+    },
+    "speaker_id": {
+      "_type": "Value",
+      "dtype": "string"
+    },
+    "emotion": {
+      "_type": "Value",
+      "dtype": "string"
+    },
+    "language": {
+      "_type": "Value",
+      "dtype": "string"
+    }
+  },
+  "splits": {
+    "train": {
+      "name": "train",
+      "num_examples": 1806
+    }
+  },
+  "total_segments": 1806,
+  "speakers": [
+    "speaker_5",
+    "speaker_4",
+    "speaker_11",
+    "speaker_41",
+    "speaker_46",
+    "speaker_39",
+    "speaker_17",
+    "speaker_3",
+    "speaker_43",
+    "speaker_14",
+    "speaker_19",
+    "speaker_42",
+    "speaker_13",
+    "speaker_30",
+    "speaker_23",
+    "speaker_26",
+    "speaker_20",
+    "speaker_25",
+    "speaker_27",
+    "speaker_6",
+    "speaker_24",
+    "speaker_36",
+    "speaker_38",
+    "speaker_45",
+    "speaker_0",
+    "speaker_2",
+    "speaker_16",
+    "speaker_10",
+    "speaker_44",
+    "speaker_31",
+    "speaker_32",
+    "speaker_29",
+    "speaker_35",
+    "speaker_22",
+    "speaker_34",
+    "speaker_9",
+    "speaker_28",
+    "speaker_15",
+    "speaker_18",
+    "speaker_8",
+    "speaker_1",
+    "speaker_7",
+    "speaker_21",
+    "speaker_33",
+    "speaker_37",
+    "speaker_40",
+    "speaker_12"
+  ],
+  "emotions": [
+    "happy",
+    "neutral",
+    "sad",
+    "angry"
+  ],
+  "languages": [
+    "en"
+  ],
+  "original_datasets": [
+    "14a1fc0e-763a-4576-b2fb-9844c39946f2",
+    "ebf324e4-1f06-4ab7-bc4d-c589204cc40a",
+    "1000650533494",
+    "c02a66d0-8f65-47fc-a5b6-54a760ddabac",
+    "67433959?media_id=51339051",
+    "6c14c2fe-40c0-4fa7-9a79-45cfb6efee5b",
+    "urn:bbc:podcast:p0lxx321",
+    "0612b40a-f829-4f34-92c0-9c5681c3c9e6"
+  ]
+}

load_dataset.txt

@@ -0,0 +1,44 @@
+# Dataset Loading Script
+# Save this as load_dataset.py to use
+
+import csv
+import os
+from datasets import Dataset, Audio, Value, Features
+
+def load_dataset():
+    # Define features
+    features = Features({
+        "audio": Audio(sampling_rate=16000),
+        "text": Value("string"),
+        "speaker_id": Value("string"),
+        "emotion": Value("string"),
+        "language": Value("string")
+    })
+    
+    # Load data from CSV
+    data = {
+        "audio": [],
+        "text": [],
+        "speaker_id": [],
+        "emotion": [],
+        "language": []
+    }
+    
+    with open("data.csv", "r", encoding="utf-8") as f:
+        reader = csv.DictReader(f)
+        for row in reader:
+            # Audio files are now in the root directory
+            data["audio"].append(row["audio"])
+            data["text"].append(row["text"])
+            data["speaker_id"].append(row["speaker_id"])
+            data["emotion"].append(row["emotion"])
+            data["language"].append(row["language"])
+    
+    # Create dataset
+    dataset = Dataset.from_dict(data, features=features)
+    return dataset
+
+# For direct loading
+if __name__ == "__main__":
+    dataset = load_dataset()
+    print(f"Dataset loaded with {len(dataset)} examples")

segment_000000_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27da76ea2f0eee785b02fc3064688ec0ff4780f65a8bcd8749c0cd9a8705e8d9
+size 143756

segment_000001_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea48d2740f336d20ebb9c369e637aef2eec0ffc8bcd566c590b998140b70830b
+size 218604

segment_000002_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95e826c5fe3fd497d8ecb21175bf6eb248552efb745194049edf38395b8a0b0e
+size 87372

segment_000003_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2dfde18d5e5a2166c2c12500e8b717ed6f66584077cd1efebc3bb3b172b09da7
+size 114924

segment_000004_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:36c4736a0560f36d51ed12d6f7cdb48ca8c1130b35b53716d24a3382bebd1924
+size 206444

segment_000005_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c932fb491d590b769a08703afd14b42da2bcfa13f023cad4df815090c83f1bc6
+size 255724

segment_000006_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:71e20a377cbdd29fb7d78cd2643c9f5dd94d84a59db434399bb12c7cf7aea737
+size 62444

segment_000007_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:46b9873dc57f5fd3448b0a80963fa6b2a39cce92f99e68eb6cf187cf51cc74f9
+size 88044

segment_000008_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d67647cc50020e57a60b2bd993946afd91a655db1915bd18ab853c01d1d256b9
+size 278124

segment_000009_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84db588f4af75e7ed4b41bcda5249ce88b930b4fcced86b79719e63f973f74c0
+size 491884

segment_000010_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8f7b806c7c41adcd79f84b08def182213956447dc154cafc1b3d688fb92b00b
+size 161644

segment_000011_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b9fbcfaec01bbbb88b40a7c27b5c92687cea1be31a8a7a3f81044447db5646e
+size 488684

segment_000012_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a635602270f6ab33cda5443918a9d12dccf39a1b360c9940a24a6502e0bbbe9
+size 241644

segment_000013_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:77a7c0985c31d9bd82935ee97d5dd72024a3935342a414b6a068f236d4b0ada7
+size 230124

segment_000014_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfeef6bf5e95f96dda2de021f002a9f658c2adc46f81f737402d3aa50c0ed92b
+size 74604

segment_000015_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6aa6c0b11ea5e6ec0b6421623320a9aae3a2dea36a130515e8974b454191fd8
+size 146284

segment_000016_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9a253d2820bab23169aa0b0689e679e7016efe644b6801667a3a543a7a945ab
+size 129644

segment_000017_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5cb2686fe41012fbd51e2f0c1961b589cda020f9aeb4567f0c9a8055f73831a6
+size 358764

segment_000018_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dfe7e34dcfd3985b791b5f2c04835198d7a0d886cb8982e960afde61169bf435
+size 258924

segment_000019_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75d2b01462942f1a7619824579046ca6199aa97e165fcac57a89ef088943809e
+size 184044

segment_000020_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fbbdb90b448a5f803768c809290f858e488df7b76c7b06c58350edb55a225f27
+size 250604

segment_000021_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6ecc5f3fb70bb32850e4dbb929714baeaab8d36d0ab0aa231094ca1c7612b13f
+size 388844

segment_000022_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:377a905c256d95a19194e507055aaef970683f0c755008b4372224c55c42747a
+size 44524

segment_000023_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59aa01d2236dd9a5e7478f7b00afa33786e0e6cf9308d7fa2baedcdc992f2e58
+size 152684

segment_000024_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3715849e9ce8666cfa678b481d682ac6007be493eb43a7e3b822000bc25d686f
+size 808684

segment_000025_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5b1dfbf30ed5966d2e6e8159d4ce99eb6ee21140ebf8a831473a206c5c15de0
+size 338284

segment_000026_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d8a1a3b75179f12f41517b6430b8052b9350754f8a4b684187ef0609567f9578
+size 125804

segment_000027_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:860f63637589069461950ada073adcb4613b7eceab1a9b2737357f117c59a40a
+size 356844

segment_000028_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f75c680404fd9b2ce5ee1b9a41a7bd40d247758018ba549b6af20de82d934a1
+size 186604

segment_000029_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a89cde993376df1368501877e444f57c6d962c809ed9f96d3658db70cffcceee
+size 262764

segment_000030_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9256081f2c5fd5037da8015472a4781d275737f166e3387da4a29ffea444da50
+size 426604

segment_000031_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14fa5fd890ecd496c3c8132554a4624cfc61dc7b4b3c7d763afa4dcdfe8636bb
+size 254412

segment_000032_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee0982b658118a7ab310c977ba4a15d5bd79b998ef31d0ccb9250f9d317f840c
+size 374764

segment_000033_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5dff34faa4d8266650f31b55c3f9014f972e5ae2006084042c1db390a414acf6
+size 65004

segment_000034_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcae461fe9b6e18758a5b96af35ac80a9356e086b064939171f0f323e7a69f6c
+size 479084

segment_000035_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7994fb9c15d5e4e160bb7bc836d7a41b33e13cec84997abaae43e587852604ec
+size 97644

segment_000036_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abd8942ea0fc6374fe81a9c3c8c69c7f20c10c2db08c7b448f3cf4f63dca78f8
+size 184044

segment_000037_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ea20b80ad8ceb890104351c4850724d8dbe7659335218bacf844c6ec2bfd8685
+size 217964

segment_000038_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25bc816e60200be602451b52782d587fe9d888cb5a77cd36a59dd3c25fa107ca
+size 237164

segment_000039_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b333dd8e6c36d712a5a80b6bc995ade92b030ab1e4f7f854b4edb6288d72611d
+size 107884

segment_000040_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4ce459a9d1b8de6a6a961fbd8395c49479917246f1c82e29c2f14cca8bc2ccf
+size 258924

segment_000041_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b0f80b364c3a32530fd1bf5b8d165a4082c554d55571d02e74957f23050fa6be
+size 185950

segment_000042_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ca3c7a4f6da79e19c7d8db777b2e511d551e2c12779f12e4fe866521d77c093
+size 184684

segment_000043_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f38cf920bdb719d5d25e9fba730210ca1fbec703e53c1fe3084f228b260b8760
+size 296684

segment_000044_speaker_0.wav

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2e1e6e32538cc59ee1de0ce03c33abf94307a068f0739894346592ff7d34ee68
+size 185324