Datasets:

danielrosehill
/

Whisper-WPM-Test

id stringlengths 8 8	audio_filepath stringlengths 34 34	text stringlengths 254 380	duration_seconds float64 12.4 24.1	sample_rate int64 16k 16k	style stringclasses 10 values	source stringclasses 1 value
3cc617e4	audio/20251123_172541_3cc617e4.wav	One practical tip for staying organized is to designate specific places for essential items, like keys or wallets. This habit not only minimizes stress when you leave home but also fosters efficiency in daily routines. Consistency is key; always returning these items to their assigned locations helps maintain order.	24.12	16,000	formal_technical_note	llm
f92356c6	audio/20251123_174842_f92356c6.wav	This weekend, I plan to visit a local art exhibition at the community gallery on Saturday afternoon. Following that, I intend to join friends for dinner at a new Italian restaurant in town. On Sunday, I hope to spend some time reading outdoors if the weather permits.	14.6	16,000	formal_business_explanation	llm
8e73babd	audio/20251123_172445_8e73babd.wav	Alright, so like when you’re setting up a new device or software, configuration guides are super handy. They usually walk you through each step clearly. So, like don’t skip the basics, right? And if something's not working, go back and double-check your settings against the guide!	16.95	16,000	casual_documentation_dictation	llm
c1a92792	audio/20251126_190919_c1a92792.wav	When utilizing guidelines, it is essential to adhere to them meticulously. Each guideline serves a specific purpose and supports consistent outcomes. Additionally, do not hesitate to reach out for clarification if any instructions seem ambiguous; understanding the expectations fosters effective implementation across all tasks and projects.	17.27	16,000	formal_documentation_explanation	llm
98a16353	audio/20251126_191444_98a16353.wav	To set up your new device, first begin by unboxing it carefully and ensuring all components are present. Next, locate the power supply and connect it to a wall outlet. After that, switch on the device using the designated power button. Follow the on-screen prompts to complete setup.	18.25	16,000	formal_documentation_explanation	llm
9271e32a	audio/20251123_175005_9271e32a.wav	This weekend, I plan to visit the local art exhibit downtown on Saturday. I have been eager to see the latest collection from contemporary artists. On Sunday, I intend to enjoy some time outdoors at the botanical gardens, allowing myself a peaceful retreat in nature's beauty.	12.43	16,000	formal_communication_explanation	llm
7b136b74	audio/20251123_175028_7b136b74.wav	To enhance your productivity, consider utilizing time-blocking techniques. Begin by defining specific periods in your day for particular tasks. For instance, allocate the morning hours for focused work and reserve afternoons for meetings or collaborative efforts. This method cultivates structure, minimizes distractions, and boosts overall efficiency in your daily routine.	17.8	16,000	formal_communication_explanation	llm
05a27969	audio/20251126_190611_05a27969.wav	I would like to provide an update on the website redesign project. We have completed the initial user research phase, and I am pleased to report that our insights will guide the design strategy effectively. The development team is on track, and we anticipate starting implementation next month.	15.78	16,000	formal_business_explanation	llm
2c5cb6b6	audio/20251123_175744_2c5cb6b6.wav	So, like, have you ever noticed how plants can kind of "talk" to each other through their roots? It’s wild! They send signals when they’re under stress or need nutrients. I mean, that’s some serious teamwork in nature—you know, it really makes you appreciate how interconnected everything is!	14.3	16,000	narrative_business_dictation	llm
16790d97	audio/20251123_171635_16790d97.wav	Okay, so like, when you’re writing a README for a project, you really wanna cover some key sections. Start with a description of what it does, then maybe add installation instructions and usage examples. You know, just to make it super easy for people to jump in and use your stuff!	18.57	16,000	casual_documentation_dictation	llm
87c6eed5	audio/20251126_191307_87c6eed5.wav	To set up your new printer, first, unpack it carefully and remove any protective materials. Next, connect the power cord to the device and plug it into an outlet. Then, install the ink cartridges following the manufacturer's guidelines before loading paper into the tray for printing.	15.46	16,000	formal_documentation_explanation	llm
a558967e	audio/20251126_190636_a558967e.wav	In today's meeting, we discussed the upcoming project timelines, allocating resources effectively. Additionally, we reviewed last quarter's performance metrics and highlighted areas for improvement. Key action items include preparing a detailed budget proposal by next week and scheduling follow-up meetings with team leads to ensure alignment on objectives.	19.25	16,000	formal_business_explanation	llm
0021e853	audio/20251126_190817_0021e853.wav	When using professional language, it is important to prioritize clarity and precision. Aim to avoid jargon unless your audience is familiar with specific terms. Furthermore, always maintain a respectful tone and adjust your language depending on the formality of the situation for effective communication.	23.31	16,000	formal_documentation_explanation	llm
7eac3a31	audio/20251123_172949_7eac3a31.wav	I suggest you maintain a calendar for appointments and tasks. Digital tools such as Google Calendar can send reminders and help you manage your time efficiently. Additionally, consider setting aside a specific hour each day for emails; this reduces distractions during important work periods.	23.44	16,000	formal_technical_conversation	llm
00e29c6b	audio/20251126_191329_00e29c6b.wav	When utilizing any software or service, it is essential to carefully review the usage guidelines provided. These often include information on acceptable behaviors, limitations of liability, and proper account management. Adhering to these instructions helps ensure a positive experience while minimizing potential complications. Always stay informed and compliant.	17.29	16,000	formal_documentation_explanation	llm
cb78e23c	audio/20251123_173710_cb78e23c.wav	One fascinating observation is the way birds interact within their communities. For instance, finches utilize distinct calls to signal danger or food sources, demonstrating a complex social structure. Additionally, it is intriguing how some species can mimic sounds from their environment, showcasing not only adaptability but also remarkable cognitive abilities in communication.	20.62	16,000	formal_educational_dictation	llm
96389cdc	audio/20251123_174907_96389cdc.wav	When organizing your workspace, start by decluttering. Remove items that you do not frequently use and utilize drawer organizers to separate essential supplies. Additionally, invest in a quality task light; it can reduce eye strain and enhance focus. Establishing this environment fosters productivity and enhances comfort throughout the day.	19.6	16,000	formal_business_explanation	llm
52aa3815	audio/20251123_173311_52aa3815.wav	One fascinating observation is how nature's color palette changes with the seasons. For instance, in autumn, we witness trees transforming into vibrant shades of red and orange. This phenomenon occurs due to chlorophyll breakdown, revealing pigments that are often hidden during summer months, resulting in a breathtaking visual display.	15.88	16,000	formal_business_dictation	llm
6797f781	audio/20251123_171529_6797f781.wav	Hey! So, like, you ever notice how the trees change color so differently in every neighborhood? I mean, my street's all golden and red right now, but over by the park it’s mostly just yellow. It totally vibes with the autumn season, you know what I mean?	13.45	16,000	casual_business_conversation	llm

Whisper WPM Test Dataset

A dataset of audio recordings in various speaking styles and content types, designed for evaluating speech-to-text transcription accuracy and words-per-minute (WPM) analysis.

Overview

This dataset contains recordings across diverse speaking styles (casual, formal, narrative) and content domains (business, technical, educational). The variety in speaking rates and styles makes it ideal for testing ASR model performance across different speech patterns.

Dataset Structure

Whisper-WPM-Test/
├── audio/                   # WAV audio recordings
├── manifest.json            # Source of truth for all samples
├── build_dataset.py         # Builds JSONL from manifest (pre-commit hook)
├── whisper_train.jsonl      # Training split (70%) - auto-generated
├── whisper_validation.jsonl # Validation split (15%) - auto-generated
└── whisper_test.jsonl       # Test split (15%) - auto-generated

Adding New Samples

Add entries to manifest.json and place audio in audio/. The JSONL files are rebuilt automatically on commit via pre-commit hook, or manually:

python3 build_dataset.py

Dataset Splits

Training: 14 samples
Validation: 3 samples
Test: 3 samples
Total: 20 recordings

Features

Format: WAV audio files (16kHz sample rate)
Speaker: Daniel Rosehill
Language: English
Content Types: Business, technical, educational, casual
Speaking Styles: Casual conversation, formal dictation, narrative explanation
Average Duration: 15-20 seconds per sample

JSONL Schema

Each entry in the JSONL files contains:

{
  "id": "712b6f51",
  "audio_filepath": "audio/20251123_173413_712b6f51.wav",
  "text": "Recently, I had the opportunity to attend a fascinating workshop...",
  "duration_seconds": 20.7,
  "sample_rate": 16000,
  "style": "formal_business_dictation",
  "source": "llm"
}