sample by sample

USAGE SUMMARY

The phrase "sample by sample" is correct and usable in written English.
It can be used when describing a process that involves examining or analyzing individual samples one at a time. Example: "The data was collected sample by sample to ensure accuracy in the results."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

24 human-written examples

WaveNet used machine learning to build a voice sample by sample, and the results were, as I put it then, "eerily convincing".

TechCrunch

(Google's WaveNet did something like this by reconstructing voice sample by sample, which Apple's researchers acknowledge, but also point out isn't really practical).

TechCrunch

The adaptive filter can run using batch or sample by sample processing.

EURASIP Journal on Advances in Signal Processing

Input to the cochlear model is on a sample by sample basis.

EURASIP Journal on Audio, Speech, and Music Processing

Resampling or interpolation techniques can be performed using batch processing or sample by sample.

EURASIP Journal on Advances in Signal Processing

Given the dynamic nature of APA, it is desirable to examine the APA on a sample by sample basis.

Gene

Human-verified similar examples from authoritative sources

Similar Expressions

36 human-written examples

The search for subgroup demarcation is on a sample-by-sample basis.

EURASIP Journal on Audio, Speech, and Music Processing

Module II is based on sample-by-sample search and as well includes the IFO hypotheses.

EURASIP Journal on Wireless Communications and Networking

The Discrete Wavelet Transform (DWT) is executed sample-by-sample by a polyphase scheme of the biorthogonal base 5/3.

Computers & Electrical Engineering

The technique is also efficient as the pre-modulation only requires a sample-by-sample multiplication between x and c.

EURASIP Journal on Advances in Signal Processing

The analysis of this modified cost function is then presented followed by a sample-by-sample stochastic gradient algorithm to optimally compute the analytical solution.

Neurocomputing

Expert writing Tips

Best practice

When using "sample by sample", ensure the context clearly indicates that you are referring to the analysis or processing of individual samples in a sequential manner. This phrase is particularly useful in scientific, technical, and analytical contexts where detailed, individual assessment is important.

Common error

Avoid using "sample by sample" when you actually mean a batch process or a collective analysis of multiple samples. Using it incorrectly can lead to confusion about whether each sample was analyzed individually or as part of a group.

Linguistic Context

The phrase "sample by sample" functions as an adverbial phrase, modifying a verb to describe how an action is performed. Ludwig AI confirms its correctness and usability. It indicates that each sample is processed or analyzed individually and sequentially, as seen in the provided examples.

Expression frequency: Common

Frequent in

Science

85%

News & Media

10%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "sample by sample" is a grammatically correct and frequently used adverbial phrase, primarily in scientific and technical contexts. As Ludwig AI indicates, it describes a process where each sample is individually analyzed or processed. It's important to use this phrase when you specifically mean individual assessment, as opposed to batch processing. Alternatives include "item by item" and "one by one", but "sample by sample" provides a more specific description in relevant fields. Its usage is formal and scientific, so it's most appropriate in academic papers, technical reports, and similar contexts.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

item by item

Replaces "sample" with "item", focusing on individual items rather than specifically samples.

one by one

A more general term for sequential processing, applicable in various contexts beyond sample analysis.

on a per-sample basis

Formalizes the concept, emphasizing that each sample is treated as a separate unit.

unit by unit

Similar to "item by item", but using "unit" to emphasize that it is a singular part of something bigger.

step by step

Emphasizes the sequential nature of the process, focusing on the steps involved.

individually

Highlights the separate and distinct handling of each sample.

each sample separately

Highlights the separate treatment of each individual sample, adding emphasis.

sequentially

Focuses on the order of processing, indicating that samples are handled in a specific sequence.

in a stepwise manner

Emphasizes a methodical progression, similar to step by step, but slightly more formal.

discrete sample processing

Focuses on the fact that each sample is processed in isolation from others.

FAQs

How can I use "sample by sample" in a sentence?

You can use "sample by sample" to describe a process where each sample is analyzed or processed individually. For example: "The data was collected "sample by sample" to ensure accuracy in the results."

What are some alternatives to "sample by sample"?

Alternatives include "item by item", "one by one", or "on a per-sample basis", depending on the context.

Is "sample by sample" grammatically correct?

Yes, "sample by sample" is grammatically correct and commonly used, especially in scientific and technical fields. It functions as an adverbial phrase describing how a process is carried out.

What's the difference between "sample by sample" and "batch processing"?

"Sample by sample" refers to processing each sample individually, whereas "batch processing" involves processing multiple samples together as a group. The former emphasizes individual analysis, while the latter focuses on efficiency and collective treatment.